Publications
2024
Julio Gonzalo. Will an A.I. be the Shakespeare of the XXI Century? Experiments and Thoughts on Large Language Models as Creative Text Writers. 2024.
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Abinew Ali Ayele et al. Overview of PAN 2024: Multi-Author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification. In Lorraine Goeuriot et al., editors, Experimental IR Meets Multilinguality, Multimodality, and Interaction. 15th International Conference of the CLEF Association (CLEF 2024), Lecture Notes in Computer Science, September 2024. Springer.
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Harika Abburi, Nirmala Pudota, Balaji Veeramani, Edward Bowen, and Sanmitra Bhattacharya. Team Deloitte at PAN: Generative AI Text Detection. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2507-2510, September 2024. CEUR-WS.org.
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Areeb Adnan Khan, Mohit Rai, Khuzaima Ali Khan, Syed Jahania Shah, Faisal Alvi, and Abdul Samad. Team Gladiators at PAN: Improving Author Identification: A Comparative Analysis of Pre-Trained Transformers for Multi-Author Classification. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2688-2694, September 2024. CEUR-WS.org.
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Aish Albladi and Cheryl Seals. Detection of Conspiracy vs. Critical Narratives and Their Elements using NLP. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2511-2520, September 2024. CEUR-WS.org.
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Prabavathy Balasundaram, Karthikeyan Swaminathan, Oviasree Sampath, and Pradeep Km. Oppositional Thinking Analysis: Conspiracy Theories vs Critical Thinking Narratives. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2521-2526, September 2024. CEUR-WS.org.
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Haojie Cao, Zhongyuan Han, Jingyan Ye, Biao Liu, and Yong Han. Enhancing Human-Machine Authorship Discrimination in Generative AI Verification Task with BERT and Augmented Data. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2536-2540, September 2024. CEUR-WS.org.
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Zhaotian Chen, Yong Han, and Yusheng Yi. Team chen at PAN: Integrating R-Drop and Pre-trained Language Model for Multi-author Writing Style Analysis. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2547-2553, September 2024. CEUR-WS.org.
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Jitong Chen and Leilei Kong. Integrating Dual BERT Models and Causal Language Models for Enhanced Detection of Machine-Generated Texts. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2541-2546, September 2024. CEUR-WS.org.
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Sergio Damián, Brian Herrera, David Vázquez, Hiram Calvo, Edgardo Felipe-Riverón, and Cornelio Yáñez-Márquez. DSVS at PAN 2024: Ensemble Approach of Large Language Models for Analyzing Conspiracy Theories Against Critical Thinking Narratives. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2554-2565, September 2024. CEUR-WS.org.
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Daryna Dementieva, Daniil Moskovskiy, Nikolay Babakov, Abinew Ali Ayele, Naquee Rizwan, Florian Schneider, Xintong Wang, Seid Muhie Yimam, Dmitry Ustalov, Elisei Stakovskii, Alisa Smirnova, Ashraf Elnagar, Animesh Mukherjee, and Alexander Panchenko. Overview of the Multilingual Text Detoxification Task at PAN 2024. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2432-2461, September 2024. CEUR-WS.org.
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Daniel Yacob Espinosa, Grigori Sidorov, and Eusebio Ricárdez-Vázquez. Automatic Identification of Conspiracy Theories Using BERT. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2572-2575, September 2024. CEUR-WS.org.
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Susmita Gangopadhyay, M.Taimoor Khan, and Hajira Jabeen. HybridDetox: Combining Supervised and Unsupervised Methods for Effective Multilingual Text Detoxification. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2576-2584, September 2024. CEUR-WS.org.
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Juan Gómez-Romero, Santiago González-Silot, Andrés Montoro-Montarroso, Miguel Molina-Solana, and Eugenio Martínez Cámara. Detection of conspiracy-related messages in Telegram with anonymized named entities. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2603-2612, September 2024. CEUR-WS.org.
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Galina Boeva, German Gritsai, and Andrey Grabovoy. Team ap-team at PAN: LLM Adapters for Various Datasets. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2527-2535, September 2024. CEUR-WS.org.
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Linjiu Guo, Wenyin Yang, Li Ma, and Jinli Ruan. BLGAV: Generative AI Author Verification Model Based on BERT and BiLSTM. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2585-2592, September 2024. CEUR-WS.org.
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Mingcan Guo, Zhongyuan Han, Haoyang Chen, and Jiangao Peng. A Machine-Generated Text Detection Model Based on Text Multi-Feature Fusion. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2593-2602, September 2024. CEUR-WS.org.
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Qingbiao Hu, Zhongyuan Han, Jiangao Peng, Mingcan Guo, and Chang Liu. An Oppositional Thinking Analysis Method Using BERT-based Model with BiGRU. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2613-2618, September 2024. CEUR-WS.org.
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Jijie Huang, Yang Chen, Man Luo, and Yonglan Li. Generative AI Authorship Verification Of Tri-Sentence Analysis Base On The Bert Model. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2632-2637, September 2024. CEUR-WS.org.
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Weihang Huang and Jack Grieve. Authorial Language Models For AI Authorship Verification. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2645-2652, September 2024. CEUR-WS.org.
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Baijian Huang, Changle Zhong, Kai Yan, and Yong Han. Author authentication of generative AI based on BERT by regularization method. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2619-2626, September 2024. CEUR-WS.org.
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Kaicheng Huang, Haoliang Qi, and Kai Yan. Generative AI Authorship Verification Based on Contrastive Learning and Domain Adaptation. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2638-2644, September 2024. CEUR-WS.org.
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Zhijian Huang and Leilei Kong. DeBERTa-v3 with R-Drop Regularization for Multi-Author Writing Style Analysis. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2658-2664, September 2024. CEUR-WS.org.
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Jiahong Huang, Zhongyuan Han, Ruihao Zhu, Mingcan Guo, and Kaiyin Sun. Conspiracy Theory Text Classification Based on CT-BERT and BETO Models. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2627-2631, September 2024. CEUR-WS.org.
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Yingzhou Huang and Leilei Kong. Team Text Understanding and Analysis at PAN: Utilizing BERT Series Pre-training Model for Multi-Author Writing Style Analysis. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2653-2657, September 2024. CEUR-WS.org.
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Álvaro Huertas-García, Carlos Martí-González, Javier Muñoz, and Enrique De Miguel Ambite. Small Language Models and Large Language Models in Oppositional thinking analysis: Capabilities and Biases and Challenges. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2665-2675, September 2024. CEUR-WS.org.
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Damir Korenčić, Berta Chulvi, Xavier Bonet-Casals, Mariona Taulé, Paolo Rosso, and Francisco Rangel. Overview of the Oppositional Thinking Analysis PAN Task at CLEF 2024. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2462-2485, September 2024. CEUR-WS.org.
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Ewelina Ksi\c eżniak, Krzysztof W\c ecel, and Marcin Sawiński. Team OpenFact at PAN 2024: Fine-Tuning BERT Models with Stylometric Enhancements. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2695-2703, September 2024. CEUR-WS.org.
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Haotian Lei, Xiangyu Liu, Guo Niu, Yan Zhou, and Yuexia Zhou. Generative AI Authorship Verification based on ChatGLM. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2704-2709, September 2024. CEUR-WS.org.
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Xiaofeng Liang, Fanzhi Zeng, Yan Zhou, Xiangyu Liu, and Yuexia Zhou. Fine-Tuned Reasoning for Writing Style Analysis. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2710-2715, September 2024. CEUR-WS.org.
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Zhaojian Lin, Fanzhi Zeng, Yan Zhou, Xiangyu Liu, and Yuexia Zhou. Voight-Kampff Generative AI Authorship Verification Based on T5. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2722-2727, September 2024. CEUR-WS.org.
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Tzu-Mi Lin, Yu-Hsin Wu, and Lung-Hao Lee. Team NYCU-NLP at PAN 2024: Integrating Transformers with Similarity Adjustments for Multi-Author Writing Style Analysis. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2716-2721, September 2024. CEUR-WS.org.
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Zijie Lin, Zhongyuan Han, Leilei Kong, Miaoling Chen, Shuyi Zhang, Jiangao Peng, and Kaiyin Sun. A Verifying Generative Text Authorship Model With Regularized Dropout. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2728-2734, September 2024. CEUR-WS.org.
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Chang Liu, Zhongyuan Han, Haoyang Chen, and Qingbiao Hu. Team liuc0757 at PAN: A Writing Style Embedding Method Based on Contrastive Learning for Multi-Author Writing Style Analysis. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2744-2749, September 2024. CEUR-WS.org.
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Biao Liu, Zhongyuan Han, and Haojie Cao. Team nlpln at PAN 2024: An Approach to Classifying Conspiratorial and Critical Public Health Narratives. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2735-2743, September 2024. CEUR-WS.org.
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Xurong Liu and Leilei Kong. AI Text Detection Method Based on Perplexity Features with Strided Sliding Window. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2755-2760, September 2024. CEUR-WS.org.
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Xurong Liu, Hui Chen, and Jiajun Lv. Team foshan-university-of-guangdong at PAN: Adaptive Entropy-Based Stability-Plasticity for Multi-Author Writing Style Analysis. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2750-2754, September 2024. CEUR-WS.org.
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Ludwig Lorenz, Funda Zeynep Aygüler, Ferdinand Schlatt, and Nailia Mirzakhmedova. BaselineAvengers at PAN 2024: Often-Forgotten Baselines for LLM-Generated Text Detection. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2761-2768, September 2024. CEUR-WS.org.
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Zhongyu Luo, Man Luo, and Aiguo Wang. Multilingual Text Detoxification Using Google Cloud Translation and Post-Processing. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2769-2774, September 2024. CEUR-WS.org.
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Jiajun Lv, Yong Han, and Leilei Kong. Meta-Contrastive Learning for Generative AI Authorship Verification. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2775-2780, September 2024. CEUR-WS.org.
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Jiajun Lv, Yusheng Yi, and Haoliang Qi. Team Fosu-stu at PAN: Supervised fine-tuning of large language models for Multi Author Writing Style Analysis. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2781-2786, September 2024. CEUR-WS.org.
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Sidharth Mahesh, Sonith Divakaran, Kavya Girish, and Shashirekha Lakshmaiah. Binary Battle: Leveraging ML and TL Models to Distinguish between Conspiracy Theories and Critical Thinking. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2787-2796, September 2024. CEUR-WS.org.
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Shrirang Mhalgi, Srikar Kashyap Pulipaka, and Sandra Kübler. IUCL at PAN 2024: Using Data Augmentation for Conspiracy Theory Detection. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2797-2806, September 2024. CEUR-WS.org.
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Pablo Miralles, Alejandro Martín, and David Camacho. Team aida at PAN: Ensembling Normalized Log Probabilities. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2807-2813, September 2024. CEUR-WS.org.
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Maryam Najafi, Ehsan Tavan, and Simon Colreavy. Marsan at PAN 2024 TextDetox: ToxiCleanse RL and Paving the Way for Toxicity-Free Online Discourse. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2814-2823, September 2024. CEUR-WS.org.
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Benjamin Ostrower, Jacob Wessell, and Abhinav Bindal. AI Authorship Verification: An Ensembled Approach. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2824-2828, September 2024. CEUR-WS.org.
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Jiangao Peng, Zhongyuan Han, Huan Zhang, Jingyan Ye, Chang Liu, Biao Liu, Mingcan Guo, Haoyang Chen, Zijie Lin, and Yujiao Tang. A Multilingual Text Detoxification Method Based on Few-shot Learning and CO-STAR Framework. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2829-2837, September 2024. CEUR-WS.org.
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Panagiotis Petropoulos and Vasilis Petropoulos. RoBERTa and Bi-LSTM for Human vs AI generated Text Detection. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2838-2842, September 2024. CEUR-WS.org.
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Sergey Pletenev. SomethingAwful at PAN 2024 TextDetox: Uncensored Llama3 Helps to Censor Better. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2843-2851, September 2024. CEUR-WS.org.
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Vitaly Protasov. PAN 2024 Multilingual TextDetox: Exploring Cross-lingual Transfer in Case of Large Language Models. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2852-2857, September 2024. CEUR-WS.org.
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Rui Qin, Haoliang Qi, and Yusheng Yi. A model fusion approach for generative AI authorship verification. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2858-2865, September 2024. CEUR-WS.org.
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Erik Řehulka and Marek Šuppa. RAG Meets Detox: Enhancing Text Detoxification Using Open-Source Large Language Models with Retrieval Augmented Generation. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 3021-3031, September 2024. CEUR-WS.org.
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Elisei Rykov, Konstantin Zaytsev, Ivan Anisimov, and Alexandr Voronin. SmurfCat at PAN TexDetox 2024: Alignment of Multilingual Transformers for Text Detoxification. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2866-2871, September 2024. CEUR-WS.org.
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Ariana Sahitaj, Premtim Sahitaj, Salar Mohtaj, Sebastian Möller, and Vera Schmitt. Towards a Computational Framework for Distinguishing Critical and Conspiratorial Texts by Elaborating on the Context and Argumentation with LLMs. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2872-2880, September 2024. CEUR-WS.org.
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I\n naki del Campo Sánchez-Hermosilla, Angel Panizo Lledot, and David Camacho. A Study on NLP Model Ensembles and Data Augmentation Techniques for Separating Critical Thinking from Conspiracy Theories in English Texts. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2566-2571, September 2024. CEUR-WS.org.
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Riya Sanjesh and Alamelu Mangai. Team riyasanjesh at PAN: Multi-feature with CNN and Bi-LSTM Neural Network approach to Style Change Detection. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2881-2885, September 2024. CEUR-WS.org.
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Mohammad Karami Sheykhlan, Saleh Kheiri Abdoljabbar, and Mona Nouri Mahmoudabad. Team karami-sh at PAN: Transformer-based Ensemble Learning for Multi-Author Writing Style Analysis. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2676-2681, September 2024. CEUR-WS.org.
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Mohammad Karami Sheykhlan, Saleh Kheiri Abdoljabbar, and Mona Nouri Mahmoudabad. Team karami-kheiri at PAN: Enhancing Machine-Generated Text Detection with Ensemble Learning Based on Transformer Models. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2682-2687, September 2024. CEUR-WS.org.
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Guihong Sun, Wenyin Yang, and Li Ma. BCAV: A Generative AI Author Verification Model Based on the Integration of Bert and CNN. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2886-2891, September 2024. CEUR-WS.org.
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Nikita Sushko. PAN 2024 Multilingual TextDetox: Exploring Different Regimes For Synthetic Data Training For Multilingual Text Detoxification. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2892-2900, September 2024. CEUR-WS.org.
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Ehsan Tavan and Maryam Najafi. MarSan at PAN: BinocularsLLM , fusing Binoculars' Insight with the Proficiency of Large Language Models for Machine-Generated Text Detection. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2901-2912, September 2024. CEUR-WS.org.
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Angelo Maximilian Tulbure and Mariona Coll Ardanuy. Conspiracy vs critical thinking using an ensemble of transformers with data augmentation techniques. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2913-2922, September 2024. CEUR-WS.org.
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Andric Valdez-Valenzuela and Helena Gómez-Adorno. Team iimasnlp at PAN: Leveraging Graph Neural Networks and Large Language Models for Generative AI Authorship Verification. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2923-2929, September 2024. CEUR-WS.org.
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María Estrella Vallecillo-Rodríguez and Arturo Montejo-Ráez and María Teresa Martín-Valdivia. SINAI at PAN 2024 TextDetox: Application of Tree of Thought Strategy in Large Language Models for Multilingual Text Detoxification. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2941-2950, September 2024. CEUR-WS.org.
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María Estrella Vallecillo-Rodríguez, María Teresa Martín-Valdivia, and Arturo Montejo-Ráez. SINAI at PAN 2024 Oppositional Thinking Analysis: Exploring the fine-tuning performance of LLMs. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2930-2940, September 2024. CEUR-WS.org.
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Zepeng Wu, Wenyin Yang, Li Ma, and Zikai Zhao. BertT: A Hybrid Neural Network Model for Generative AI Authorship Verification. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2969-2975, September 2024. CEUR-WS.org.
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Bingpei Wu, Yong Han, Kai Yan, and Haoliang Qi. Team baker at PAN: Enhancing Writing Style Change Detection with Virtual Softmax. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2951-2955, September 2024. CEUR-WS.org.
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Qida Wu, Leilei Kong, and Zhanhong Ye. Team bingezzzleep at PAN: A Writing Style Change Analysis Model Based on RoBERTa Encoding and Contrastive Learning for Multi-Author Writing Style Analysis. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2963-2968, September 2024. CEUR-WS.org.
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Guojun Wu and Qinghao Guan. Team lm-detector at PAN: Can NLI be an Appropriate Approach to Machine-Generated Text Detection. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2956-2962, September 2024. CEUR-WS.org.
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Annepaka Yadagiri, Dimpal Kalita, Abhishek Ranjan, Ashish Kumar Bostan, Parthib Toppo, and Partha Pakray. Team cnlp-nits-pp at PAN: Leveraging BERT for Accurate Authorship Verification: A Novel Approach to Textual Attribution. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2976-2987, September 2024. CEUR-WS.org.
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Zhanhong Ye, Yutong Zhong, Zhen Huang, and Leilei Kong. Token Prediction as Implicit Classification for Generative AI Authorship Verification. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2995-3001, September 2024. CEUR-WS.org.
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Zhanhong Ye, Yutong Zhong, Chen Huang, and Leilei Kong. Continual Transfer Learning with Progress Prompt for Multi-Author Writing Style Analysis. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2988-2994, September 2024. CEUR-WS.org.
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Eva Zangerle, Maximilian Mayerl, Martin Potthast, and Benno Stein. Overview of the Multi-Author Writing Style Analysis Task at PAN 2024. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 2513–2522, September 2024. CEUR-WS.org.
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Zhengqiao Zeng, Zhongyuan Han, Jingyan Ye, Yaozu Tan, Haojie Cao, Zengyao Li, and Runjin Huang. A Conspiracy Theory Text Detection Method based on RoBERTa and XLM-RoBERTa Models. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 3002-3006, September 2024. CEUR-WS.org.
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Ye Zhu and Leilei Kong. AI Authorship Verification Based On Deberta Model. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 3007-3011, September 2024. CEUR-WS.org.
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Leon Zrnić. Conspiracy theory detection using transformers with multi-task and multilingual approaches. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes Papers of the CLEF 2024 Evaluation Labs, pages 3012-3020, September 2024. CEUR-WS.org.
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Janek Bevendorff, Matti Wiegmann, Jussi Karlgren, Luise Dürlich, Evangelia Gogoulou, Aarne Talman, Efstathios Stamatatos, Martin Potthast, and Benno Stein. Overview of the “Voight-Kampff” Generative AI Authorship Verification Task at PAN and ELOQUENT 2024. In Guglielmo Faggioli, Nicola Ferro, Petra Galuščáková, and Alba García Seco Herrera, editors, Working Notes of CLEF 2024 – Conference and Labs of the Evaluation Forum, CEUR Workshop Proceedings, pages 2486-2506, September 2024. CEUR-WS.org.
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2023
Yiannis Kompatsiaris. Behavioural and Policy Aspects of Online Disinformation. 2023.
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Janek Bevendorff, Ian Borrego-Obrador, Mara Chinea-Ríos, Marc Franco-Salvador, Maik Fröbe, Annina Heini, Krzysztof Kredens, Maximilian Mayerl, Piotr Pęzik, Martin Potthast, Francisco Rangel, Paolo Rosso, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, Magdalena Wolska, and Eva Zangerle. Overview of PAN 2023: Authorship Verification, Multi-Author Writing Style Analysis, Profiling Cryptocurrency Influencers, and Trigger Detection. In Avi Arampatzis et al., editors, Experimental IR Meets Multilinguality, Multimodality, and Interaction. 14th International Conference of the CLEF Association (CLEF 2023), volume 14163 of Lecture Notes in Computer Science, pages 459–481, September 2023. Springer.
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Avi Arampatzis, Evangelos Kanoulas, Theodora Tsikrika, Stefanos Vrochidis, Anastasia Giachanou, Dan Li, Mohammad Aliannejadi, Michalis Vlachos, Guglielmo Faggioli, and Nicola Ferro, editors. Experimental IR Meets Multilinguality, Multimodality, and Interaction. Proceedings of the Fourteenth International Conference of the CLEF Association (CLEF 2023), Springer, September 2023.
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Guiyuan Cao, Zhongyuan Han, Haojie Cao, Ximin Huang, Zhengqiao Zeng, Yaozu Tan, and Jiyin Cai. A Dual-model Classification Based on RoBERTa for Trigger Detection. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2552–2556, September 2023. CEUR-WS.org.
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Haojie Cao, Zhongyuan Han, Guiyuan Cao, Ruihao Zhu, Yongqi Liang, Siman Liu, and Minhua Huang. Trigger Warning Labeling with RoBERTa and Resampling for Distressing Content Detection. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2557–2561, September 2023. CEUR-WS.org.
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Daniel Espinosa and Grigori Sidorov. Using BERT to Profiling Cryptocurrency Influencers. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2568–2573, September 2023. CEUR-WS.org.
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Jenny Felser, Christoph Demus, Dirk Labudde, and Michael Spranger. FoSIL at PAN'23: Trigger Detection with a Two Stage Topic Classifier. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2574–2587, September 2023. CEUR-WS.org.
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Hamed Babaei Giglou, Mostafa Rahgouy, Jennifer D'Souzav Milad Molazadeh Oskuee, Hadi Bayrami Asl Tekanlou, and Cheryl D Seals. Leveraging Large Language? Models with Multiple Loss Learners for Few-Shot Author Profiling. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2539–2551, September 2023. CEUR-WS.org.
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Kavya Girish, Asha Hegdev, Fazlourrahman Balouchzahi, and Shashirekha Hosahalli Lakshmaiah. Profiling Cryptocurrency Influencers with Sentence Transformers. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2599–2607, September 2023. CEUR-WS.org.
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Mingcan Guo, Zhongyuan Han, Haoyang Chen, and Haoliang Qi. A Contrastive Learning of Sample Pairs for Authorship Verification. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2608–2612, September 2023. CEUR-WS.org.
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Ahmad Hashemi and Wei Shi. Enhancing Writing Style Change Detection using Transformer-based Models and Data Augmentation. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2613–2621, September 2023. CEUR-WS.org.
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Asha Hegde, Fazlourrahman Balouchzahi, Kavya G, and Hosahalli Lakshmaiah Shashirekha. Trigger Detection in Social Media Text. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2622-2628, September 2023. CEUR-WS.org.
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Mingjie Huang, Zhaohao Huang, and Leilei Kong. Encoded Classifier Using Knowledge Distillation for Multi-Author Writing Style Analysis. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2629–2634, September 2023. CEUR-WS.org.
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Zhaohao Huang, Leilei Kong, and Mingjie Huang. Authorship Verification based on CoSENT. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2635–2639, September 2023. CEUR-WS.org.
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Momen Ibrahim, Ahmed Akram, Mohammed Radwan, Rana Ayman, Mustafa Abd-El-Hameed, Nagwa El-Makky, and Marwan Torki. Enhancing Authorship Verification using Sentence-Transformers. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2640–2651, September 2023. CEUR-WS.org.
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Gianni Jacobo, Valeria Dehesa, Damián Rojas, and Helena Gómez-Adorno. Authorship verification machine learning methods for Style Change Detection in texts. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2652–2658, September 2023. CEUR-WS.org.
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Izzet Emre Kucukkaya, Umitcan Sahin, and Cagri Toraman. ARC-NLP at PAN 23: Transition-Focused Natural Language Inference for Writing Style Detection. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2659–2668, September 2023. CEUR-WS.org.
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Abhinav Kumar, Afshan Anam Saeed, and Le Hoang Minh Trinh. UZH at PAN-2023: Profiling Cryptocurrency Influencers using Ensemble of Language Models. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2669-2678, September 2023. CEUR-WS.org.
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Roberto Labadie and Areg Mikael Sarvazyan. Reshape or Update? Metric Learning and Fine-tuning for Low-Resource Influencer Profiling. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2679–2690, September 2023. CEUR-WS.org.
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Ji Li, Qianjin Zhang, and Mingjie Huang. Author Verification Of Text Fragments Based On The Bert Model. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2691-2694, September 2023. CEUR-WS.org.
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Xurong Liu, Leilei Kong, and Mingjie Huang. Text-Segment Interaction for Authorship Verification using BERT-based Classification. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2702–2707, September 2023. CEUR-WS.org.
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Francesco Lomonaco, Marco Siino, and Maurizio Tesconi. Text enrichment with Japanese language to profile cryptocurrency influencers. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2708–2716, September 2023. CEUR-WS.org.
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Jiajun Lv, Yong Han, and Qian Dong. Application of R-Drop in Authorship Verification. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2717–2721, September 2023. CEUR-WS.org.
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Panagiotis Petropoulos. Contrastive Learning for Authorship Verification using BERT and Bi-LSTM in a Siamese Architecture. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2734–2741, September 2023. CEUR-WS.org.
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Yong Qiu, Haoliang Qi, Yong Han, and Kaicheng Huang. Authorship Verification Based on SimCSE. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2742–2746, September 2023. CEUR-WS.org.
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Umitcan Sahin, Izzet Emre Kucukkaya, and Cagri Toraman. ARC-NLP at PAN 2023: Hierarchical Long Text Classification for Trigger Detection. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2747–2757, September 2023. CEUR-WS.org.
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Riya Sanjesh and Alamelu Mangai. A Multi-Feature Custom Classification Approach to Authorship Verification. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2758–2762, September 2023. CEUR-WS.org.
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Marco Siino and Ilenia Tinnirello. XLNet with data augmentation to profile cryptocurrency influencers. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2763–2771, September 2023. CEUR-WS.org.
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Marco Siino, Maurizio Tesconi, and Ilenia Tinnirello. Profiling cryptocurrency influencers with few-shot learning using data augmentation and ELECTRA. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2772–2781, September 2023. CEUR-WS.org.
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Yunsen Su, Yong Han, and Haoliang Qi. Siamese Networks in Trigger Detection Task. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2782–2786, September 2023. CEUR-WS.org.
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Yitao Sun, Svetlana Afanaseva, and Kailash Patil. Stylometric and Neural Features Combined Deep Bayesian Classifier for Authorship Verification. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2787–2794, September 2023. CEUR-WS.org.
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Andric Valdez Valenzuela, Helena Gómez Adorno, and Jorge Alfonso Martinez Galicia. Heterogeneous-Graph Convolutional Network for Authorship Verification. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2795–2802, September 2023. CEUR-WS.org.
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Zhanhong Ye, Changle Zhong, Haoliang Qi, and Yong Han. Supervised Contrastive Learning for Multi-Author Writing Style Analysis. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of CLEF 2023 - Conference and Labs of the Evaluation Forum, pages 2817–2822, September 2023. CEUR-WS.org.
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Matti Wiegmann, Magdalena Wolska, Martin Potthast, and Benno Stein. Overview of the Trigger Detection Task at PAN 2023. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), volume 3497 of CEUR Workshop Proceedings, pages 2523–2536, September 2023.
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Eva Zangerle, Maximilian Mayerl, Martin Potthast, and Benno Stein. Overview of the Multi-Author Writing Style Analysis Task at PAN 2023. In Mohammad Aliannejadi, Guglielmo Faggioli, Nicola Ferro, and Michalis Vlachos, editors, Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), volume 3497 of CEUR Workshop Proceedings, pages 2513–2522, September 2023.
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2022
Lara Fontanella. Stereotyping: Explanation and Fallacies from a Probabilistic and Statistical Perspective. 2022.
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Shams Alshamasi and Mohamed Menai. Ensemble-Based Clustering for Writing Style Change Detection in Multi-Authored Textual Documents. In Guglielmo Faggioli, Nicola Ferro, Allan Hanbury, and Martin Potthast, editors, CLEF 2022 Labs and Workshops, Notebook Papers, September 2022. CEUR-WS.org.
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Hasan Algafri Faisal Alvi and Naif Alqahtani. Style Change Detection using Discourse Markers. In Guglielmo Faggioli, Nicola Ferro, Allan Hanbury, and Martin Potthast, editors, CLEF 2022 Labs and Workshops, Notebook Papers, September 2022. CEUR-WS.org.
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2021
Francisco Rangel, Paolo Rosso, Gretel Liz De La Peña Sarracén, Elisabetta Fersini, and Berta Chulvi. Profiling Hate Speech Spreaders on Twitter Task at PAN 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, 2021. CEUR-WS.org.
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K. Selçuk Candan, Bogdan Ionescu, Lorraine Goeuriot, Birger Larsen, Henning Müller, Alexis Joly, Maria Maistro, Florina Piroi, Guglielmo Faggioli, and Nicola Ferro, editors. 12th International Conference of the CLEF Association (CLEF 2021), LNCS, September 2021.
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Claudio Moisés Valiense de Andrade and Marcos André Gonçalves. Profiling Hate Speech Spreaders on Twitter: Exploiting Textual Analysis of Tweets and Combinations of Multiple Textual Representations. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Talha Anwar. Identify Hate Speech Spreaders on Twitter using Transformer Embeddings Features and AutoML Classifiers—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Christopher Bagdon. Profiling Spreaders of Hate Speech with N-grams and RoBERTa—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Hiram Cabrera, Sabino Miranda-Jiménez, and Eric S. Tellez. INFOTEC-LaBD at PAN@CLEF21: Profiling Hate Speech Spreaders on Twitter through Emotion-based Representations—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Ángel Andújar Carracedo and Raquel Jiménez Mondéjar. Profiling Hate Speech Spreaders on Twitter—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Tanise Ceron and Camilla Casula. Exploiting Contextualized Word Representations to Profile Haters on Twitter—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Riccardo Cervero. Use of Lexical and Psycho-Emotional Information to Detect Hate Speech Spreaders on Twitter—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Darius Irani, Avyakta Wrat, and Silvio Amir. Early Detection of Online Hate Speech Spreaders with Learned User Representations—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Rakshita Jain, Devanshi Goel, Prashant Sahu, Abhinav Kumar, and Jyoti Prakash Singh. Profiling Hate Speech Spreaders on Twitter—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Eszter Katona, Jakab Buda, and Flora Bolonyai. Using N-grams and Statistical Features to Identify Hate Speech Spreaders on Twitter—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Mirko Lai, Marco Antonio Stranisci, Cristina Bosco, Rossana Damiano, and Viviana Patti. HaMor at the Profiling Hate Speech Spreaders on Twitter—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Zhihao Liao, Yong Han, Leilei Kong, Zhuopeng Hong, Zijian Li, Guiyuan Liang, Zhenwei Mo, Zhixian Li, and Zhongyuan Han. Authorship Verification based on Lucene architecture—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Carolina Martín-del-Campo-Rodríguez, Grigori Sidorov, and Ildar Batyrshin. Hate Speech Detection on Twitter—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Antonio Menta and Ana Garcia-Serrano. Authorship Verification with neural networks via stylometric feature concatenation—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Xiaogang Miao, Haoliang Qi, Zhijie Zhang, Guiyuan Cao, Ruilan Lin, and Wenbin Lin. Dual Neural Network Classification Based on BERT Feature Extraction for Authorship Verification—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Sukanya Nath. Style change detection using Siamese neural networks—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Pablo Pallarés and Carlos Herrero. Local Classification with Recurrent Neural Network for Profiling Hate Speech Spreaders on Twitter—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Zeyang Peng, Leilei Kong, Zhijie Zhang, Zhongyuan Han, and Xu Sun. Encoding Text Information By Pre-trained Model For Authorship Verification—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Marina Pinzhakova, Tom Yagel, and Jakov Rabinovits. Feature Similarity-based Regression Models for Authorship Verification—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Edwin Puertas and Juan Carlos Martinez-Santos. Phonetic Detection for Hate Speech Spreaders on Twitter—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Ipek Baris Schlicht and Angel Felipe Magnossão de Paula. Unified and Multilingual Author Profiling for Detecting Haters—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Marco Siino, Elisa Di Nuovo, Ilenia Tinnirello, and Marco La Cascia. Detection of hate speech spreaders using convolutional neural networks—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Rhia Singh, Janith Weerasinghe, and Rachel Greenstadt. Writing Style Change Detection on Multi-Author Documents—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Eivind Strøm. Multi-label Style Change Detection by Solving a Binary Classification Problem—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Roberto Labadie Tamayo, Daniel Castro Castro, and Reynier Ortega Bueno. Deep Modeling of Latent Representations for Twitter Profiles on Hate Speech Spreaders Identification Task—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Darko Tosev and Sonja Gievska. Multi-level stacked ensemble learning for identifying hate speech spreaders on Twitter—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Jacob Tyo, Bhuwan Dhingra, and Zachary Lipton. Siamese BERT for Authorship Verification—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Moshe Uzan and Yaakov HaCohen-Kerner. Detecting Hate Speech Spreaders on Twitter using LSTM and BERT in English and Spanish—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Inna Vogel and Meghana Meghana. Profiling Hate Speech Spreaders on Twitter: SVM vs. Bi-LSTM—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Janith Weerasinghe, Rhia Singh, and Rachel Greenstadt. Feature Vector Difference based Authorship Verification for Open-World Settings—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Zhijie Zhang, Zhongyuan Han, Leilei Kong, Xiaogang Miao, Zeyang Peng, Jieming Zeng, Haojie Cao, Jinxi Zhang, Ziwei Xiao, and Xuemei Peng. Style Change Detection Based On Writing Style Similarity—Notebook for PAN at CLEF 2021. In Guglielmo Faggioli et al., editors, CLEF 2021 Labs and Workshops, Notebook Papers, September 2021. CEUR-WS.org.
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Guglielmo Faggioli, Nicola Ferro, Allan Hanbury, and Martin Potthast, editors. CLEF 2022 Labs and Workshops, Notebook Papers, CEUR Workshop Proceedings, CEUR-WS.org, September 2021.
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Mike Kestemont, Enrique Manjavacas, Ilia Markov, Janek Bevendorff, Matti Wiegmann, Efstathios Stamatatos, Benno Stein, and Martin Potthast. Overview of the Cross-Domain Authorship Verification Task at PAN 2021. In Guglielmo Faggioli et al., editors, Working Notes Papers of the CLEF 2021 Evaluation Labs, volume 2936 of CEUR Workshop Proceedings, September 2021.
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Eva Zangerle, Maximilian Mayerl, Martin Potthast, and Benno Stein. Overview of the Style Change Detection Task at PAN 2021. In Guglielmo Faggioli et al., editors, Working Notes Papers of the CLEF 2021 Evaluation Labs, volume 2936 of CEUR Workshop Proceedings, September 2021.
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2020
Anastasia Giachanou. Misinformation Detection in Online Social Networks. 2020.
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Avi Arampatzis, Evangelos Kanoulas, Theodora Tsikrika, Stefanos Vrochidis, Hideo Joho, Christina Lioma, Carsten Eickhoff, Aurélie Névéol, Linda Cappellato, and Nicola Ferro, editors. 11th International Conference of the CLEF Association (CLEF 2020), LNCS, September 2020.
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Manex Agirrezabal. KU-CST at the Profiling Fake News spreaders Shared Task—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Roobaea Alroobaea, Ahmed H. Almulihi, Fahd S. Alharithi, Seifeddine Mechti, Moez Krichen, and Lamia Hadrich Belguith. A Deep Learning Model to Predict Gender, Age and Occupation of the Celebrities based on Tweets Followers. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Emir Araujo-Pino, Helena Gómez-Adorno, and Gibran Fuentes-Pineda. Siamese Network applied to Authorship Verification—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Oleg Bakhteev, Aleksandr Ogaltsov, and Petr Ostroukhov. Fake News Spreader Detection Using Neural Tweet Aggregation—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Arup Baruah, Kaushik Amar Das, Ferdous Ahmed Barbhuiya, and Kuntal Dey. Automatic Detection of Fake News Spreaders Using BERT—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Benedikt Boenninghoff, Julian Rupp, Robert M. Nickel, and Dorothea Kolossa. Deep Bayes Factor Scoring for Authorship Verification—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Jakab Buda and Flora Bolonyai. An Ensemble Model Using N-grams and Statistical Featuresto Identify Fake News Spreaders on Twitter—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Matteo Cardaioli, Stefano Cecconello, Mauro Conti, Luca Pajola, and Federico Turrin. Fake News Spreaders Profiling Through Behavioural Analysis—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Daniel Castro-Castro, Carlos Alberto Rodríguez-Losada, and Rafael Muñoz. Mixed Style Feature Representation and B0-maximal Clustering for Style Change Detection—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Kaushik Amar Das, Arup Baruah, Ferdous Ahmed Barbhuiya, and Kuntal Dey. Ensemble of ELECTRA for Profiling Fake News Spreaders—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Xinhuan Duan, Elham Naghizade, Damiano Spina, and Xiuzhen Zhang. RMIT at PAN-CLEF 2020: Profiling Fake News Spreaders on Twitter—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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María S. Espinosa, Roberto Centeno, and Álvaro Rodrigo. Analyzing User Profiles for Detection of Fake News Spreaders on Twitter—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Daniel Yacob Espinosa, Helena Gómez-Adorno, and Grigori Sidorov. Profiling Fake News Spreaders using Characters and Words N-grams—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Elisabetta Fersini, Justin Armanini, and Michael D'Intorni. Profiling Fake News Spreaders: Stylometry, Personality, Emotions and Embeddings—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Łukasz Gągała. Authorship Verification with Prediction by Partial Matching and Context-free Grammar—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Hamed Babaei Giglou, Jafar Razmara, Mostafa Rahgouy, and Mahsa Sanaei. LSACoNet: A Combination of Lexical and Conceptual Features for Analysis of Fake News Spreaders on Twitter—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Oren Halvani, Lukas Graner, and Roey Regev. Cross-Domain Authorship Verification Based on Topic Agnostic Features—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Ahmad Hashemi, Mohammad Reza Zarei, Mohammad Reza Moosavi, and Mohammad Taheri. Fake News Spreader Identification in Twitter using Ensemble Modeling—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Abigail Hodge and Samantha Price. Celebrity Profiling using Twitter Follower Feeds—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Clemens Hörtenhuemer and Eva Zangerle. A Multi-Aspect Classification Ensemble Approach for Profiling Fake News Spreaders on Twitter—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Catherine Ikae and Jacques Savoy. UniNE at PAN-CLEF 2020: Profiling Fake News Spreaders on Twitter—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Catherine Ikae. UniNE at PAN-CLEF 2020: Author Verification—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Aarish Iyer and Soroush Vosoughi. Style Change Detection Using BERT—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Alon Kipnis. Higher Criticism as an Unsupervised Authorship Discriminator—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Boško Koloski, Senja Pollak, and Blaž Škrlj. Multilingual Detection of Fake News Spreaders via Sparse Matrix Factorization—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Boško Koloski, Senja Pollak, and Blaž Škrlj. Know your Neighbors: Efficient Author Profiling via Follower Tweets—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Roberto Labadie-Tamayo, Daniel Castro-Castro, and Reynier Ortega-Bueno. Fusing Stylistic Features with Deep-learning Methods for Profiling Fake News Spreader—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Mohamed Lichouri, Mourad Abbas, and Besma Benaziz. Profiling Fake News Spreaders on Twitter-based on TFIDF Features and Morphological Process—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Álvaro López and Pasqual Martí. Profiling Fake News Spreaders on Twitter—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Jacobo López Fernández and Juan Antonio López Ramírez. Approaches to the Profiling Fake News Spreaders on Twitter Task in English and Spanish—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Soumayan Bandhu Majumder and Dipankar Das. Detecting Fake News Spreaders on Twitter Using Universal Sentence Encoder—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Soumayan Bandhu Majumder and Dipankar Das. Detecting Fake News Spreaders on Twitter Using Universal Sentence Encoder—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Raffaele Manna, Antonio Pascucci, and Johanna Monti. Profiling Fake News Spreaders Through Stylometry and Lexical Features: UniOR NLP @PAN2020—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Luis Gabriel Moreno-Sandoval, Edwin Puertas, Alexandra Pomares-Quimbaya, and Jorge Andres Alvarado-Valencia. Assembly of Polarity, Emotion and User Statistics for Detection of Fake Profiles—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Héctor Ricardo Murrieta Bello, Lukas Heilmann, and Esben Ronan. Detecting Fake News Spreaders with Behavioural, Lexical and Psycholinguistic Features—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Timothy Niven, Hung-Yu Kao, and Hsin-Yang Wang. Profiling Spreaders of Disinformation on Twitter: IKMLab and SoftBank Submission—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Juanita Ordoñez, Rafael Rivera Soto, and Barry Y. Chen. Will Longformers PAN Out for Authorship Verification?—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Nikhil Pinnaparaju, Vijaysaradhi Indurthi, and Vasudeva Varma. Identifying Fake News Spreaders in Social Media—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Juan Pizarro. Using N-grams to detect Fake News Spreaders on Twitter—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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[video]
Francisco Rangel, Anastasia Giachanou, Bilal Ghanem, and Paolo Rosso. Overview of the 8th Author Profiling Task at PAN 2020: Profiling Fake News Spreaders on Twitter. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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[video]
Irene Russo. Sadness and Fear: Classification of Fake News Spreaders' Content on Twitter—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Usman Saeed, Hammad Fahim, and Farid Shirazi. Profiling Fake News Spreaders on Twitter—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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H. L. Shashirekha and F. Balouchzahi. ULMFiT for Twitter Fake News Spreader Profiling—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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H. L. Shashirekha, Anusha M.D, and Nitin S Prakash. Ensemble Model for Profiling Fake News Spreaders on Twitter—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Anu Shrestha, Francesca Spezzano, and Abishai Joy. Detecting Fake News Spreaders in Social Networks via Linguistic and Personality Features—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Inna Vogel and Meghana Meghana. Fake News Spreader Detection on Twitter Using Character N -Grams—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Janith Weerasinghe and Rachel Greenstadt. Feature Vector Difference based Neural Network and Logistic Regression Models for Authorship Verification—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Shih-Hung Wu and Sheng-Lun Chien. A BERT based Two-stage Fake News Spreaders Profiling System—Notebook for PAN at CLEF 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, CLEF 2020 Labs and Workshops, Notebook Papers, September 2020. CEUR-WS.org.
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Janek Bevendorff, Bilal Ghanem, Anastasia Giachanou, Mike Kestemont, Enrique Manjavacas, Ilia Markov, Maximilian Mayerl, Martin Potthast, Francisco Rangel, Paolo Rosso, Günther Specht, Efstathios Stamatatos, Benno Stein, Matti Wiegmann, and Eva Zangerle. Overview of PAN 2020: Authorship Verification, Celebrity Profiling, Profiling Fake News Spreaders on Twitter, and Style Change Detection. In Avi Arampatzis et al., editors, Experimental IR Meets Multilinguality, Multimodality, and Interaction. 11th International Conference of the CLEF Initiative (CLEF 2020), volume 12260 of Lecture Notes in Computer Science, pages 372–383, September 2020. Springer.
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Mike Kestemont, Enrique Manjavacas, Ilia Markov, Janek Bevendorff, Matti Wiegmann, Efstathios Stamatatos, Martin Potthast, and Benno Stein. Overview of the Cross-Domain Authorship Verification Task at PAN 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, Working Notes Papers of the CLEF 2020 Evaluation Labs, volume 2696 of CEUR Workshop Proceedings, September 2020.
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Matti Wiegmann, Benno Stein, and Martin Potthast. Overview of the Celebrity Profiling Task at PAN 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, Working Notes Papers of the CLEF 2020 Evaluation Labs, volume 2696 of CEUR Workshop Proceedings, September 2020.
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Eva Zangerle, Maximilian Mayerl, Günther Specht, Benno Stein, and Martin Potthast. Overview of the Style Change Detection Task at PAN 2020. In Linda Cappellato, Carsten Eickhoff, Nicola Ferro, and Aurélie Névéol, editors, Working Notes Papers of the CLEF 2020 Evaluation Labs, volume 2696 of CEUR Workshop Proceedings, September 2020.
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2019
Adrian Ispas and Mircea Teodor Popescu. Normalized K3rn3l Function. https://pan.webis.de, 2019.
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Preslav Nakov. Bias in news, propaganda and trolls. https://pan.webis.de, 2019.
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Giancarlo Ruffo. Hoax vs fact checking: understanding and predicting the diffusion of low quality information on communication networks. https://pan.webis.de, 2019.
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[slides]
Fabio Crestani, Martin Braschler, Jacques Savoy, Andreas Rauber, Henning Müller, David E. Losada, Gundula Heinatz, Linda Cappellato, and Nicola Ferro, editors. 10th International Conference of the CLEF Association (CLEF 2019), LNCS, September 2019.
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Shaina Ashraf, Omer Javed, Muhammad Adeel, and Haider Ali Rao Muhammad Adeel Nawab. Bots and Gender Prediction Using Language Independent Stylometry-Based Approach. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Muhammad Usman Asif, Naeem Shahzad, Zeeshan Ramzan, and Fahad Najib. Word Distance Approach for Celebrity profiling—Notebook for PAN at CLEF 2019. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Andrea Bacciu, Massimo La Morgia, Alessandro Mei, Eugenio Nerio Nemmi, Valerio Neri, and Julinda Stefa. Bot and Gender Detection of Twitter Accounts Using Distortion and LSA. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Andrea Bacciu, Massimo La Morgia, Alessandro Mei, Eugenio Nerio Nemmi, Valerio Neri, and Julinda Stefa. Cross-Domain Authorship Attribution Combining Instance-Based and Profile-Based Features. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Martijn Bartelds and Wietse de Vries. Improving Cross-domain Authorship Attribution by Combining Lexical and Syntactic Features. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Angelo Basile. An Open-Vocabulary Approach to Authorship Attribution. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Flóra Bolonyai, Jakab Buda, and Eszter Katona. Bot Or Not: A Two-Level Approach In Author Profiling. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Rabia Bounaama and Mohammed El Amine Abderrahim. Tlemcen University: Bots and Gender Profiling Task. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Maximilian Bryan and J. Nathanael Philipp. Unsupervised pretraining for text classification using siamese transfer learning. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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[poster]
[publisher]
Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors. CLEF 2019 Labs and Workshops, Notebook Papers, CEUR Workshop Proceedings, CEUR-WS.org, September 2019.
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Andrea Cimino and Felice dell'Orletta. A Hierarchical Neural Network Approach for Bots and Gender Profiling. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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José Eleandro Custódio and Ivandré Paraboni. Multi-channel Open-set Cross-domain Authorship Attribution. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Rafael Felipe Sandroni Dias and Ivandré Paraboni. Combined CNN+RNN Bot and Gender Profiling. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Daniel Yacob Espinosa, Helena Gómez-Adorno, and Grigori Sidorov. Bots and Gender Profiling using Character Bigrams. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Tiziano Fagni and Maurizio Tesconi. Profiling Twitter Users Using Autogenerated Features Invariant to Data Distribution. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Johan Fernquist. A Four Feature Types Approach for Detecting Bot and Gender of Twitter Users. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Pablo Gamallo and Sattam Almatarneh. Naive-Bayesian Classification for Bot Detection in Twitter. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Anastasia Giachanou and Bilal Ghanem. Bot and Gender Detection using Textual and Stylistic Information. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Flurin Gishamer. Using Hashtags and POS-Tags for Author Profiling. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Régis Goubin, Dorian Lefeuvre, Alaa Alhamzeh, Jelena Mitrović, Előd Egyed-Zsigmond, and Leopold Ghemmogne Fossi. Bots and Gender Profiling using a Multi-layer Architecture. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Yaakov HaCohen-Kerner, Natan Manor, and Michael Goldmeier. Bots and Gender Profiling of Tweets using Word and Character N-Grams. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Hans van Halteren. Bot and gender recognition on tweets using feature count deviations. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Hans Halteren. Cross-Domain Authorship Attribution with Federales. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Oren Halvani and Philipp Marquardt. An Unsophisticated Neural Bots and Gender Profiling System. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Catherine Ikae, Sukanya Nath, and Jacques Savoy. UniNE at PAN-CLEF 2019: Bots and Gender Task. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Victor Jimenez-Villar, Javier Sánchez-Junquera, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda, and Simone Paolo Ponzetto. Bots and Gender Profiling using Masking Techniques. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Fredrik Johansson and Tim Isbister. FOI Cross-Domain Authorship Attribution for Criminal Investigations. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Fredrik Johansson. Supervised Classification of Twitter Accounts Based on Textual Content of Tweets. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Youngjun Joo and Inchon Hwang. Author Profiling on Social Media: An Ensemble Learning Model using Various Features. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Dijana Kosmajac and Vlado Keselj. Twitter User Profiling: Bot and Gender Identification. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Roberto López-Santillán, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez, Graciela Ramírez-Alonso, and Olanda Prieto-Ordaz. An Evolutionary Approach to Build User Representations for Profiling of Bots and Humans in Twitter. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Asad Mahmood and Padmini Srinivasan. Twitter Bots and Gender Detection using Tf-idf. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Matej Martinc, Blaž Škrlj, and Senja Pollak. Fake or Not: Distinguishing Between Bots, Males and Females. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Matej Martinc, Blaž Škrlj, and Senja Pollak. Who is hot and who is not? Profiling celebs on Twitter—Notebook for PAN at CLEF 2019. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Carolina Martín-del-Campo-Rodríguez, Daniel Alejandro Pérez Alvarez, Christian Efraín Maldonado Sifuentes, Grigori Sidorov, Ildar Batyrshin, and Alexander Gelbukh. Authorship Attribution through Punctuation n-grams and Averaged Combination of SVM. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Luis Gabriel Moreno-Sandoval, Edwin Puertas, Flor Miriam Plaza-del-Arco, Alexandra Pomares-Quimbaya, Jorge Andres Alvarado-Valencia, and L.Alfonso Ureña-López. Celebrity Profiling on Twitter using Sociolinguistic Features—Notebook for PAN at CLEF 2019. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Lukas Muttenthaler, Gordon Lucas, and Janek Amann. Authorship Attribution in Fan-Fictional Texts given variable length Character and Word N-Grams. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Sukanya Nath. Style Change Detection by Threshold Based and Window Merge Clustering Methods. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Rodrigo Ribeiro Oliveira, Cláudio Moisés Valiense de Andrade, José Solenir Lima Figuerêdo, João B. Rocha-Junior, Rodrigo Tripodi Calumby, Iago Machado da Conceição Silva, and Almir Moreira da Silva Neto. Bot and Gender Identification: Textual Analysis of Tweets. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Cristian Onose, Claudiu-Marcel Nedelcu, Dumitru-Clementin Cercel, and Stefan Trausan-Matu. A Hierarchical Attention Network for Bots and Gender Profiling. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Björn Pelzer. Celebrity Profiling with Transfer Learning—Notebook for PAN at CLEF 2019. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Juraj Petrik and Daniela Chuda. Twitter feeds profiling with TF-IDF—Notebook for PAN at CLEF 2019. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Juan Pizarro. Using N-grams to detect Bots on Twitter. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Marco Polignano, Marco Giuseppe de Pinto, Pasquale Lops, and Giovanni Semeraro. Identification Of Bot Accounts In Twitter Using 2D CNNs On User-generated Contents. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Piotr Przybyła. Detecting Bot Accounts on Twitter by Measuring Message Predictability. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Edwin Puertas, Luis Gabriel Moreno-Sandoval, Flor Miriam Plaza-del-Arco, Jorge Andres Alvarado-Valencia, Alexandra Pomares-Quimbaya, and L. Alfonso Ureña-López. Bots and Gender Profiling on Twitter using Sociolinguistic Features. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Victor Radivchev, Alex Nikolov, and Alexandrina Lambova. Celebrity Profiling using TF-IDF, Logistic Regression, and SVM—Notebook for PAN at CLEF 2019. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Mostafa Rahgouy, Hamed Babaei Giglou, Taher Rahgooy, Mohammad Karami Sheykhlan, and Erfan Mohammadzadeh. Cross-domain Authorship Attribution: Author Identification using a Multi-Aspect Ensemble Approach. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Francisco Rangel and Paolo Rosso. Overview of the 7th Author Profiling Task at PAN 2019: Bots and Gender Profiling. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Usman Saeed and Farid Shirazi. Bots and Gender Classification on Twitter. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Mahendrakar Srinivasarao and Siddharth Manu. Bots and Gender Profiling using Character and Word N-Grams. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Todor Staykovski. Stacked Bots and Gender Prediction from Twitter Feeds. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Alex I. Valencia Valencia, Helena Gomez Adorno, Christopher Stephens Rhodes, and Gibran Fuentes Pineda. Bots and Gender Identification Based on Stylometry of Tweet Minimal Structure and n-grams Model. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Inna Vogel and Peter Jiang. Bot and Gender Identification in Twitter using Word and Character N-Grams. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Chaoyuan Zuo, Yu Zhao, and Ritwik Banerjee. Style Change Detection with Feed-forward Neural Networks. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, CLEF 2019 Labs and Workshops, Notebook Papers, September 2019. CEUR-WS.org.
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Walter Daelemans, Mike Kestemont, Enrique Manjavacas, Martin Potthast, Francisco Rangel, Paolo Rosso, Günther Specht, Efstathios Stamatatos, Benno Stein, Michael Tschuggnall, Matti Wiegmann, and Eva Zangerle. Overview of PAN 2019: Bots and Gender Profiling, Celebrity Profiling, Cross-domain Authorship Attribution and Style Change Detection. In Fabio Crestani et al., editors, Experimental IR Meets Multilinguality, Multimodality, and Interaction. 10th International Conference of the CLEF Initiative (CLEF 2019), volume 11696 of Lecture Notes in Computer Science, pages 402–416, September 2019. Springer.
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Mike Kestemont, Efstathios Stamatatos, Enrique Manjavacas, Walter Daelemans, Martin Potthast, and Benno Stein. Overview of the Cross-domain Authorship Attribution Task at PAN 2019. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, Working Notes Papers of the CLEF 2019 Evaluation Labs, volume 2380 of CEUR Workshop Proceedings, September 2019.
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Matti Wiegmann, Benno Stein, and Martin Potthast. Overview of the Celebrity Profiling Task at PAN 2019. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, Working Notes Papers of the CLEF 2019 Evaluation Labs, volume 2380 of CEUR Workshop Proceedings, September 2019.
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Eva Zangerle, Michael Tschuggnall, Günther Specht, Benno Stein, and Martin Potthast. Overview of the Style Change Detection Task at PAN 2019. In Linda Cappellato, Nicola Ferro, David E. Losada, and Henning Müller, editors, Working Notes Papers of the CLEF 2019 Evaluation Labs, volume 2380 of CEUR Workshop Proceedings, September 2019.
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Johannes Kiesel, Maria Mestre, Rishabh Shukla, Emmanuel Vincent, Payam Adineh, David Corney, Benno Stein, and Martin Potthast. SemEval-2019 Task 4: Hyperpartisan News Detection. In 13th International Workshop on Semantic Evaluation (SemEval 2019), pages 829–839, June 2019. Association for Computational Linguistics.
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Nazanin Afsarmanesh, Jussi Karlgren, Peter Sumbler, and Nina Viereckel. Team Harry Friberg at SemEval-2019 Task 4: Identifying Hyperpartisan News through Editorially Defined Metatopics. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1004–1006, June 2019. Association for Computational Linguistics.
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Rodrigo Agerri. Doris Martin at SemEval-2019 Task 4: Hyperpartisan News Detection with Generic Semi-supervised Features. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 944–948, June 2019. Association for Computational Linguistics.
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Amal Alabdulkarim and Tariq Alhindi. Spider-Jerusalem at SemEval-2019 Task 4: Hyperpartisan News Detection. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 985–989, June 2019. Association for Computational Linguistics.
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Evan Amason, Jake Palanker, Mary Clare Shen, and Julie Medero. Harvey Mudd College at SemEval-2019 Task 4: The D.X. Beaumont Hyperpartisan News Detector. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 967–970, June 2019. Association for Computational Linguistics.
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Talita Anthonio and Lennart Kloppenburg. Team Kermit-the-frog at SemEval-2019 Task 4: Bias Detection Through Sentiment Analysis and Simple Linguistic Features. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1016–1020, June 2019. Association for Computational Linguistics.
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Yves Bestgen. Tintin at SemEval-2019 Task 4: Detecting Hyperpartisan News Article with only Simple Tokens. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1062–1066, June 2019. Association for Computational Linguistics.
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Nikhil Chakravartula, Vijayasaradhi Indurthi, and Bakhtiyar Syed. Fermi at SemEval-2019 Task 4: The sarah-jane-smith Hyperpartisan News Detector. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 954–956, June 2019. Association for Computational Linguistics.
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Celena Chen, Celine Park, Jason Dwyer, and Julie Medero. Harvey Mudd College at SemEval-2019 Task 4: The Carl Kolchak Hyperpartisan News Detector. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 957–961, June 2019. Association for Computational Linguistics.
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Rebekah Cramerus and Tatjana Scheffler. Team Kit Kittredge at SemEval-2019 Task 4: LSTM Voting System. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1021–1025, June 2019. Association for Computational Linguistics.
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André Cruz, Gil Rocha, Rui Sousa-Silva, and Henrique Lopes Cardoso. Team Fernando-Pessa at SemEval-2019 Task 4: Back to Basics in Hyperpartisan News Detection. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 999–1003, June 2019. Association for Computational Linguistics.
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Mehdi Drissi, Pedro Sandoval Segura, Vivaswat Ojha, and Julie Medero. Harvey Mudd College at SemEval-2019 Task 4: The Clint Buchanan Hyperpartisan News Detector. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 962–966, June 2019. Association for Computational Linguistics.
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Michael Färber, Agon Qurdina, and Lule Ahmedi. Team Peter Brinkmann at SemEval-2019 Task 4: Detecting Biased News Articles Using Convolutional Neural Networks. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1032–1036, June 2019. Association for Computational Linguistics.
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Viresh Gupta, Baani Leen Kaur Jolly, Ramneek Kaur, and Tanmoy Chakraborty. Clark Kent at SemEval-2019 Task 4: Stylometric Insights into Hyperpartisan News Detection. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 934–938, June 2019. Association for Computational Linguistics.
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Kazuaki Hanawa, Shota Sasaki, Hiroki Ouchi, Jun Suzuki, and Kentaro Inui. The Sally Smedley Hyperpartisan News Detector at SemEval-2019 Task 4. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1057–1061, June 2019. Association for Computational Linguistics.
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Tim Isbister and Fredrik Johansson. Dick-Preston and Morbo at SemEval-2019 Task 4: Transfer Learning for Hyperpartisan News Detection. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 939–943, June 2019. Association for Computational Linguistics.
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Ye Jiang, Johann Petrak, Xingyi Song, Kalina Bontcheva, and Diana Maynard. Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 840–844, June 2019. Association for Computational Linguistics.
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Youngjun Joo and Inchon Hwang. Steve Martin at SemEval-2019 Task 4: Ensemble Learning Model for Detecting Hyperpartisan News. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 990–994, June 2019. Association for Computational Linguistics.
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Jürgen Knauth. Orwellian-times at SemEval-2019 Task 4: A Stylistic and Content-based Classifier. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 976–980, June 2019. Association for Computational Linguistics.
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Nayeon Lee, Zihan Liu, and Pascale Fung. Team yeon-zi at SemEval-2019 Task 4: Hyperpartisan News Detection by De-noising Weakly-labeled Data. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1052–1056, June 2019. Association for Computational Linguistics.
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Jose G. Moreno, Yoann Pitarch, Karen Pinel-Sauvagnat, and Gilles Hubert. Rouletabille at SemEval-2019 Task 4: Neural Network Baseline for Identification of Hyperpartisan Publishers. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 981–984, June 2019. Association for Computational Linguistics.
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Osman Mutlu, Ozan Arkan Can, and Erenay Dayanik. Team Howard Beale at SemEval-2019 Task 4: Hyperpartisan News Detection with BERT. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1007–1011, June 2019. Association for Computational Linguistics.
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Duc-Vu Nguyen, Thin Dang, and Ngan Nguyen. NLP@UIT at SemEval-2019 Task 4: The Paparazzo Hyperpartisan News Detector. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 971–975, June 2019. Association for Computational Linguistics.
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Zhiyuan Ning, Yuanzhen Lin, and Ruichao Zhong. Team Peter-Parker at SemEval-2019 Task 4: BERT-Based Method in Hyperpartisan News Detection. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1037–1040, June 2019. Association for Computational Linguistics.
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Niko Palić, Juraj Vladika, Dominik Čubelić, Ivan Lovrenčić, Maja Buljan, and Jan Šnajder. TakeLab at SemEval-2019 Task 4: Hyperpartisan News Detection. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 995–998, June 2019. Association for Computational Linguistics.
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Olga Papadopoulou, Giorgos Kordopatis-Zilos, Markos Zampoglou, Symeon Papadopoulos, and Yiannis Kompatsiaris. Brenda Starr at SemEval-2019 Task 4: Hyperpartisan News Detection. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 924–928, June 2019. Association for Computational Linguistics.
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Carla Pérez-Almendros, Luis Espinosa-Anke, and Steven Schockaert. Cardiff University at SemEval-2019 Task 4: Linguistic Features for Hyperpartisan News Detection. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 929–933, June 2019. Association for Computational Linguistics.
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Abdelrhman Saleh, Ramy Baly, Alberto Barrón-Cedeño, Giovanni Da San Martino, Mitra Mohtarami, Preslav Nakov, and James Glass. Team QCRI-MIT at SemEval-2019 Task 4: Propaganda Analysis Meets Hyperpartisan News Detection. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1041–1046, June 2019. Association for Computational Linguistics.
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Saptarshi Sengupta and Ted Pedersen. Duluth at SemEval-2019 Task 4: The Pioquinto Manterola Hyperpartisan News Detector. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 949–953, June 2019. Association for Computational Linguistics.
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Daniel Shaprin, Giovanni Da San Martino, Alberto Barrón-Cedeño, and Preslav Nakov. Team Jack Ryder at SemEval-2019 Task 4: Using BERT Representations for Detecting Hyperpartisan News. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1012–1015, June 2019. Association for Computational Linguistics.
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Vertika Srivastava, Ankita Gupta, Divya Prakash, Sudeep Kumar Sahoo, Rohit R.R, and Yeon Hyang Kim. Vernon-fenwick at SemEval-2019 Task 4: Hyperpartisan News Detection using Lexical and Semantic Features. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1078–1082, June 2019. Association for Computational Linguistics.
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Bozhidar Stevanoski and Sonja Gievska. Team Ned Leeds at SemEval-2019 Task 4: Exploring Language Indicators of Hyperpartisan Reporting. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1026–1031, June 2019. Association for Computational Linguistics.
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Chia-Lun Yeh, Babak Loni, and Anne Schuth. Tom Jumbo-Grumbo at SemEval-2019 Task 4: Hyperpartisan News Detection with GloVe vectors and SVM. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1067–1071, June 2019. Association for Computational Linguistics.
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Albin Zehe, Lena Hettinger, Stefan Ernst, Christian Hauptmann, and Andreas Hotho. Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1047–1051, June 2019. Association for Computational Linguistics.
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Chiyu Zhang, Arun Rajendran, and Muhammad Abdul-Mageed. UBC-NLP at SemEval-2019 Task 4: Hyperpartisan News Detection With Attention-Based Bi-LSTMs. In Proceedings of the 13th International Workshop on Semantic Evaluation, pages 1072–1077, June 2019. Association for Computational Linguistics.
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2018
Aleksandr Farseev. Demystifying Psychometric Marketing: Multi-View Learning as a New Social Media User Profiling Standard. https://pan.webis.de, 2018.
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David Losada. Profiling Depression and Anorexia in Social Media. https://pan.webis.de, 2018.
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Jahna Otterbacher. Competent Men and Warm Women: On the Detection and Origin of Gender Stereotyped Image Search Results. https://pan.webis.de, 2018.
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Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors. CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Avignon, France, CEUR Workshop Proceedings, CEUR-WS.org, 2018.
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Mario Ezra Aragón and A. Pastor López-Monroy. A Straightforward Multimodal Approach for Author Profiling—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Roy Khristopher Bayot and Teresa Gonçalves. Multilingual Author Profiling using LSTMs—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Giovanni Ciccone, Arthur Sultan, Léa Laporte, Előd Egyed-Zsigmond, Alaa Alhamzeh, and Michael Granitzer. Stacked Gender Prediction from Tweet Texts and Images—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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José Eleandro Custódio and Ivandré Paraboni. EACH-USP Ensemble Cross-Domain Authorship Attribution—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Saman Daneshvar and Diana Inkpen. Gender Identification in Twitter using N-grams and LSA—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Łukasz Gągała. Authorship Attribution with Neural Networks and Multiple Features—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Óscar Garibo i Orts. A Big Data approach to gender classification in Twitter—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Raja Gopal Patra and Kumar Gourav Das and and Dipankar Das. Multimodal Author Profiling for Twitter—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Yaakov HaCohen-Kerner, Yair Yigal, Elyashiv Shayovitz, Daniel Miller, and Toby Breckon. Author Profiling: Gender Prediction from Tweets and Images—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Yaakov HaCohen-Kerner, Daniel Miller, Yair Yigal, and Elyashiv Shayovitz. Cross-domain Authorship Attribution: Author Identification using Char Sequences, Word Uni-grams, and POS-tags Features—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Oren Halvani and Lukas Graner. Cross-Domain Authorship Attribution Based on Compression—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Marjan Hosseinia and Arjun Mukherjee. A Parallel Hierarchical Attention Network for Style Change Detection—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Jussi Karlgren, Lewis Esposito, Chantal Gratton, and Pentti Kanerva. Authorship Profiling Without Using Topical Information—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Jamal Ahmad Khan. A Model for Style Change Detection at a Glance—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Mirco Kocher and Jacques Savoy. UniNE at CLEF 2018: Author Masking—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Rick Kosse, Youri Schuur, and Guido Cnossen. Mixing Traditional Methods with Neural Networks for Gender Prediction—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Rocío López-Anguita, Arturo Montejo-Ráez, and Manuel C. Díaz-Galiano. Complexity Measures and POS N-grams for Author Identification in Several Languages—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Roberto López-Santillán, Luis Carlos González-Gurrola, and Graciela Ramírez-Alonso. Custom Document Embeddings Via the Centroids Method: Gender classification in an Author Profiling task—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Matej Martinc, Blaž Škrlj, and Senja Pollak. Multilingual Gender Classification with Multi-view Deep Learning—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Carolina Martín-del-Campo-Rodríguez, Helena Gómez-Adorno, Grigori Sidorov, and Ildar Batyrshin. CIC-GIL Approach to Cross-domain Authorship Attribution—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Benjamin Murauer, Michael Tschuggnall, and Günther Specht. Dynamic Parameter Search for Cross-Domain Authorship Attribution—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Moniek Nieuwenhuis and Jeroen Wilkens. Twitter Text and Image Gender Classification with a Logistic Regression N-gram Model—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Mostafa Rahgouy, Hamed Babaei Giglou, Taher Rahgooy, Hasan Zeynali, and Salar Khayat Mirza Rasouli. Author Masking Directed by Author's Style—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Kashyap Raiyani, Teresa Gonçalves, Paulo Quaresma, and Vitor Beires Nogueira. Multi-Language Neural Network Model with Advance Preprocessor for Gender Classification over Social Media—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Kamil Safin and Aleksandr Ogaltsov. Detecting a Change of Style Using Text Statistics—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Rafael Felipe Sandroni Dias and Ivandré Paraboni. Author Profiling using Word Embeddings with Subword Information—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Nils Schaetti. Character-based Convolutional Neural Network and ResNet18 for Twitter Author Profiling—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Nils Schaetti. Bidirectional Echo State Network-based Reservoir Computing for Cross-domain Authorship Attribution—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Nils Schaetti. Character-based Convolutional Neural Network for Style Change Detection—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Erhan Sezerer, Ozan Polatbilek, Özge Sevgili, and Selma Tekir. Gender Prediction From Tweets With Convolutional Neural Networks—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Sebastian Sierra and Fabio A. González. Combining textual and visual representations for multimodal author profiling—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Luka Stout, Robert Musters, and Chris Pool. Author Profiling based on Text and Images—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Takumi Takahashi, Takuji Tahara, Koki Nagatani, Yasuhide Miura, Tomoki Taniguchi, and Tomoko Ohkuma. Text and Image Synergy with Feature Cross Technique for Gender Identification—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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[slides]
Eric S. Tellez, Sabino Miranda-Jiménez, Daniela Moctezuma, Mario Graff, Vladimir Salgado, and José Ortiz-Bejar. Gender Identification through Multi-modal Tweet Analysis using MicroTC and Bag of Visual Words—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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[poster]
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Robert Veenhoven, Stan Snijders, Daniel van der Hall, and Rik van Noord. Using Translated Data to Improve Deep Learning Author Profiling Models—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Pius von Däniken, Ralf Grubenmann, and Mark Cieliebak. Word Unigram Weighing for Author Profiling at PAN 2018—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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Dimitrina Zlatkova, Daniel Kopev, Kristiyan Mitov, Atanas Atanasov, Momchil Hardalov, Ivan Koychev, and Preslav Nakov. An Ensemble-Rich Multi-Aspect Approach for Robust Style Change Detection—Notebook for PAN at CLEF 2018. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, CLEF 2018 Evaluation Labs and Workshop – Working Notes Papers, 10-14 September, Avignon, France, September 2018. CEUR-WS.org.
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[slides]
Efstathios Stamatatos, Francisco Rangel, Michael Tschuggnall, Benno Stein, Mike Kestemont, Paolo Rosso, and Martin Potthast. Overview of PAN 2018: Author Identification, Author Profiling, and Author Obfuscation. In Patrice Bellot et al., editors, Experimental IR Meets Multilinguality, Multimodality, and Interaction. 9th International Conference of the CLEF Initiative (CLEF 2018), volume 11018 of Lecture Notes in Computer Science, pages 267–285, September 2018. Springer.
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[doi]
[event]
Mike Kestemont, Michael Tschuggnall, Efstathios Stamatatos, Walter Daelemans, Günther Specht, Benno Stein, and Martin Potthast. Overview of the Author Identification Task at PAN 2018: Cross-domain Authorship Attribution and Style Change Detection. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, Working Notes Papers of the CLEF 2018 Evaluation Labs, volume 2125 of CEUR Workshop Proceedings, September 2018.
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[slides]
Martin Potthast, Felix Schremmer, Matthias Hagen, and Benno Stein. Overview of the Author Obfuscation Task at PAN 2018: A New Approach to Measuring Safety. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, Working Notes Papers of the CLEF 2018 Evaluation Labs, volume 2125 of CEUR Workshop Proceedings, September 2018.
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Francisco Rangel, Paolo Rosso, Manuel Montes-y-Gómez, Martin Potthast, and Benno Stein. Overview of the 6th Author Profiling Task at PAN 2018: Multimodal Gender Identification in Twitter. In Linda Cappellato, Nicola Ferro, Jian-Yun Nie, and Laure Soulier, editors, Working Notes Papers of the CLEF 2018 Evaluation Labs, volume 2125 of CEUR Workshop Proceedings, September 2018.
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2017
Tatiana Litvinova. RusProfiling: Analyzing Russian written texts to detect deception and identify the author's personality and gender. https://pan.webis.de, 2017.
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Rossano Schifanella. Profiling the sensorial, emotional and ironic life of a city. https://pan.webis.de, 2017.
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Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors. CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, CEUR Workshop Proceedings, CEUR-WS.org, 2017.
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Yaritza Adame-Arcia, Daniel Castro-Castro, Reynier Ortega Bueno, and Rafael Muñoz. Author Profiling, instance-based Similarity Classification—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Liliya Akhtyamova, John Cardiff, and Andrey Ignatov. Twitter Author Profiling Using Word Embeddings and Logistic Regression—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Houda Alberts. Author Clustering with the Aid of a Simple Distance Measure—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Khaled Alrifai, Ghaida Rebdawi, and Nada Ghneim. Arabic Tweeps Gender and Dialect Prediction—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Oleg Bakhteev and Andrey Khazov. Author Masking using Sequence-to-Sequence Models—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Angelo Basile, Gareth Dwyer, Maria Medvedeva, Josine Rawee, Hessel Haagsma, and Malvina Nissim. N-GrAM: New Groningen Author-profiling Model—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Daniel Castro, Reynier Ortega, and Rafael Muñoz. Author Masking by Sentence Transformation—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Alina Maria Ciobanu, Marcos Zampieri, Shervin Malmasi, and Liviu P. Dinu. Including Dialects and Language Varieties in Author Profiling—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Marc Franco-Salvador, Nataliia Plotnikova, Neha Pawar, and Yassine Benajiba. Subword-based Deep Averaging Networks for Author Profiling in Social Media—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Yasmany García-Mondeja, Daniel Castro-Castro, Vania Lavielle-Castro, and Rafael Muñoz. Discovering Author Groups using a B-compact graph-based Clustering—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Helena Gómez-Adorno, Yuridiana Alemán, Darnes Vilariño Ayala, Miguel A. Sanchez-Perez, David Pinto, and Grigori Sidorov. Author Clustering using Hierarchical Clustering Analysis—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Oren Halvani and Lukas Graner. Author Clustering based on Compression-based Dissimilarity Scores—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Daniel Karaś, Martyna Śpiewak, and Piotr Sobecki. OPI-JSA at CLEF 2017: Author Clustering and Style Breach Detection—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Jamal Ahmad Khan. Style Breach Detection: An Unsupervised Detection Model—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Jamal Ahmad Khan. Author Profile Prediction Using Trend and Word Frequency Based Analysis in Text—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Guillaume Kheng, Léa Laporte, and Michael Granitzer. INSA LYON and UNI PASSAU's Participation at PAN@CLEF'17: Author Profiling task—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Mirco Kocher and Jacques Savoy. UniNE at CLEF 2017: Author Clustering—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Mirco Kocher and Jacques Savoy. UniNE at CLEF 2017: Author Profiling Reasoning—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Don Kodiyan, Florin Hardegger, Stephan Neuhaus, and Mark Cieliebak. Author Profiling with Bidirectional RNNs using Attention with GRUs—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Adrián Pastor Lopez-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor-Pineda, and Thamar Solorio. Social-Media Users can be Profiled by their Similarity with other Users—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Adrián Pastor Lopez-Monroy, Manuel Montes-y-Gómez, Hugo Jair Escalante, Luis Villaseñor-Pineda, and Thamar Solorio. Social-Media Users can be profiled by their Similarity with other Users—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Matej Martinc, Iza Škrjanec, Katja Zupan, and Senja Pollak. PAN 2017: Author Profiling - Gender and Language Variety Prediction—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Yasuhide Miura, Tomoki Taniguchi, Motoki Taniguchi, and Tomoko Ohkuma. Author Profiling with Word+Character Neural Attention Network—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Alexander Ogaltsov and Alexey Romanov. Language Variety and Gender Classification for Author Profiling in PAN 2017—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Adam Poulston, Zeerak Waseem, and Mark Stevenson. Using TF-IDF n-gram and Word Embedding Cluster Ensembles for Author Profiling—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Rodrigo Ribeiro Oliveira and Rosalvo Ferreira de Oliveira Neto. Using Character n-grams and Style Features for Gender and Language Variety Classification—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Kamil Safin and Rita Kuznetsova. Style Breach Detection with Neural Sentence Embeddings—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Nils Schaetti. UniNE at CLEF 2017: TF-IDF and Deep-Learning for Author Profiling—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Sebastian Sierra, Manuel Montes-Y-Gómez, Thamar Solorio, and Fabio A. González. Convolutional Neural Networks for Author Profiling in PAN 2017—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Eric S. Tellez, Sabino Miranda-Jiménez, Mario Graff, and Daniela Moctezuma. Gender and language-variety Identification with MicroTC—Notebook for PAN at CLEF 2017. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomas Mandl, editors, CLEF 2017 Evaluation Labs and Workshop – Working Notes Papers, 11-14 September, Dublin, Ireland, September 2017. CEUR-WS.org.
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Martin Potthast, Francisco Rangel, Michael Tschuggnall, Efstathios Stamatatos, Paolo Rosso, and Benno Stein. Overview of PAN 2017: Author Identification, Author Profiling, and Author Obfuscation. In Gareth J. F. Jones et al., editors, Experimental IR Meets Multilinguality, Multimodality, and Interaction. 8th International Conference of the CLEF Initiative (CLEF 2017), volume 10456 of Lecture Notes in Computer Science, pages 275–290, September 2017. Springer.
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[event]
Matthias Hagen, Martin Potthast, and Benno Stein. Overview of the Author Obfuscation Task at PAN 2017: Safety Evaluation Revisited. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomad Mandl, editors, Working Notes Papers of the CLEF 2017 Evaluation Labs, volume 1866 of CEUR Workshop Proceedings, September 2017.
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Francisco Rangel, Paolo Rosso, Martin Potthast, and Benno Stein. Overview of the 5th Author Profiling Task at PAN 2017: Gender and Language Variety Identification in Twitter. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomad Mandl, editors, Working Notes Papers of the CLEF 2017 Evaluation Labs, volume 1866 of CEUR Workshop Proceedings, September 2017.
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[event]
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Michael Tschuggnall, Efstathios Stamatatos, Ben Verhoeven, Walter Daelemans, Günther Specht, Benno Stein, and Martin Potthast. Overview of the Author Identification Task at PAN 2017: Style Breach Detection and Author Clustering. In Linda Cappellato, Nicola Ferro, Lorraine Goeuriot, and Thomad Mandl, editors, Working Notes Papers of the CLEF 2017 Evaluation Labs, volume 1866 of CEUR Workshop Proceedings, September 2017.
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2016
Rui Sousa-Silva. Detecting Translingual Plagiarism: A Forensic Linguistic Contribution to Computational Processing. https://pan.webis.de, 2016.
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[slides]
Krisztian Balog, Linda Cappellato, Nicola Ferro, and Craig Macdonald, editors. CLEF 2016 Evaluation Labs and Workshop – Working Notes Papers, 5-8 September, Évora, Portugal, CEUR Workshop Proceedings, CEUR-WS.org, 2016.
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Madhulika Agrawal and Teresa Gonçalves. Age and Gender Identification using Stacking for Classification—Notebook for PAN at CLEF 2016. In Krisztian Balog, Linda Cappellato, Nicola Ferro, and Craig Macdonald, editors, CLEF 2016 Evaluation Labs and Workshop – Working Notes Papers, 5-8 September, Évora, Portugal, September 2016. CEUR-WS.org.
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