Author Profiling 2024
Sponsored by
Synopsis
- Task: tba.
- Input: tba.
- Evaluation: tba.
- Submission: Deployment on TIRA [submit]
Task
> Details will be announced at a later date.Award
> Details will be announced at a later date.Data
> Details will be announced at a later date.Submission
Details will be announced at a later date.Evaluation
Details will be announced at a later date.Related Work
- [1] Victoria Bobicev, Marina Sokolova. Inter-annotator agreement in sentiment analysis: Machine learning perspective. In: INCOMA Ltd, 2017
- [2] Enrica Troiano, Sebastian Padó, Roman Klinger. Emotion ratings: How intensity, annotation confidence and agreements are entangled. In: arXiv preprint arXiv:2103.01667. 2021
- [3] Ramit Sawhney, Shivam Agarwal, Vivek Mittal, Paolo Rosso, Vikram Nanda, Sudheer Chava. Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models In: NAACL, 2022
- [4]Karl Weiss, Taghi Khoshgoftaar, DingDing Wang, . A survey of transfer learning. In: Journal of Big data, vol. 3, pp. 1-40, 2016
- [5] Mara Chinea-Rios, Thomas Müller, Gretel Liz De La Peña Sarracén, Francisco Rangel, Marc Franco-Salvador. Zero and Few-Shot Learning for Author Profiling In: NLDB, pp. 333--344, 2022
- [6] Thomas Müller, Guillermo Pérez-Torró, Angelo Basile, Marc Franco-Salvador. Active Few-Shot Learning with FASL In: NLDB, pp. 323--333, 2022
- [7] Thomas Müller, Guillermo Pérez-Torró, Marc Franco-Salvador. Few-Shot Learning with Siamese Networks and Label Tuning In: ACL, pp. 8532--8545, 2022
- [8] Yaqing Wang, Quanming Yao, James T Kwok, Lionel M Ni. Generalizing from a few examples: A survey on few-shot learning In: ACM computing surveys, vol. 53, pp. 1--34, 2020
- [9] Francisco Rangel, Gretel Liz De La Peña Sarracén, Berta Chulvi, Elisabetta Fersini, Paolo Rosso. Profiling Hate Speech Spreaders on Twitter Task at PAN 2021. In: CLEF 2021 Labs and Workshops, Notebook Papers, CEUR-WS.org, vol. 2936, pp. 1772-1789
- [10] Francisco Rangel, Anastasia Giachanou, Bilal Ghanem, Paolo Rosso. Overview of the 8th Author Profiling Task at PAN 2020: Profiling Fake News Spreaders on Twitter. In: CLEF 2020 Labs and Workshops, Notebook Papers. CEUR Workshop Proceedings.CEUR-WS.org, vol. 2696
- [11] Francisco Rangel and Paolo Rosso. Overview of the 7th Author Profiling Task at PAN 2019: Bots and Gender Profiling in Twitter. In: CLEF 2019 Labs and Workshops, Notebook Papers. CEUR Workshop Proceedings.CEUR-WS.org, vol. 2380
- [12] Francisco Rangel, Paolo Rosso, Martin Potthast, Benno Stein. Overview of the 6th author profiling task at pan 2018: multimodal gender identification in Twitter. In: CLEF 2018 Labs and Workshops, Notebook Papers. CEUR Workshop Proceedings. CEUR-WS.org, vol. 2125.
- [13] Francisco Rangel, Paolo Rosso, Martin Potthast, Benno Stein. Overview of the 5th Author Profiling Task at PAN 2017: Gender and Language Variety Identification in Twitter. In: Cappellato L., Ferro N., Goeuriot L, Mandl T. (Eds.) CLEF 2017 Labs and Workshops, Notebook Papers. CEUR Workshop Proceedings. CEUR-WS.org, vol. 1866.
- [14] Francisco Rangel, Paolo Rosso, Ben Verhoeven, Walter Daelemans, Martin Pottast, Benno Stein. Overview of the 4th Author Profiling Task at PAN 2016: Cross-Genre Evaluations. In: CLEF 2016 Labs and Workshops, Notebook Papers. CEUR Workshop Proceedings. CEUR-WS.org, vol. 1609, pp. 750-784
- [15] Francisco Rangel, Fabio Celli, Paolo Rosso, Martin Pottast, Benno Stein, Walter Daelemans. Overview of the 3rd Author Profiling Task at PAN 2015.In: CLEF 2015 Labs and Workshops, Notebook Papers. CEUR Workshop Proceedings. pp. 1-8
- [16] Francisco Rangel, Paolo Rosso, Irina Chugur, Martin Potthast, Martin Trenkmann, Benno Stein, Ben Verhoeven, Walter Daelemans. Overview of the 2nd Author Profiling Task at PAN 2014. In: Cappellato L., Ferro N., Halvey M., Kraaij W. (Eds.) CLEF 2014 Labs and Workshops, Notebook Papers. CEUR-WS.org, vol. 1180, pp. 898-827.
- [17] Francisco Rangel, Paolo Rosso, Moshe Koppel, Efstatios Stamatatos, Giacomo Inches. Overview of the Author Profiling Task at PAN 2013. In: Forner P., Navigli R., Tufis D. (Eds.)Notebook Papers of CLEF 2013 LABs and Workshops. CEUR-WS.org, vol. 1179
- [18] Francisco Rangel, Marc Franco-Salvador, Paolo Rosso A Low Dimensionality Representation for Language Variety Identification. In: Postproc. 17th Int. Conf. on Comput. Linguistics and Intelligent Text Processing, CICLing-2016, Springer-Verlag, Revised Selected Papers, Part II, LNCS(9624), pp. 156-169 (arXiv:1705.10754)
- [19] Reynier Ortega-Bueno, Berta Chulvi, Francisco Rangel, Paolo Rosso, Elisabetta Fersini A Profiling Irony and stereotype spreaders on Twitter (IROSTEREO) at PAN 2022 In: CLEF 2022 Labs and Workshops, Notebook Papers, CEUR-WS.org, vol. 3180, pp. 2314-2343
Task Committee
