| 2025 | EMNLP | StandUp4AI: A New Multilingual Dataset for Humor Detection in Stand-up Comedy Videos. | Valentin Barrire, Nahuel Gomez, Lo Hemamou, Sofa Callejas, Brian Ravenet |
| 2025 | ICML | Shaping Fine-Tuning of Geospatial Foundation Models: Effects of Label Availability and Temporal Resolution. | Giovanni Castiglioni, Nicols Gonzalo Isla Fernndez, Cristian Buc Calderon, Javiera Castillo Navarro, Sbastien Lefvre, Valentin Barrire |
| 2024 | COLING | Are Text Classifiers Xenophobic? A Country-Oriented Bias Detection Method with Least Confounding Variables. | Valentin Barrire, Sebastian Cifuentes |
| 2024 | COLING | The Touch23-ValueEval Dataset for Identifying Human Values behind Arguments. | Nailia Mirzakhmedova, Johannes Kiesel, Milad Alshomary, Maximilian Heinrich, Nicolas Handke, Xiaoni Cai, Valentin Barrire, Doratossadat Dastgheib, Omid Ghahroodi, Mohammad Ali Sadraei Javaheri, Ehsaneddin Asgari, Lea Kawaletz, Henning Wachsmuth, Benno Stein |
| 2024 | EMNLP | A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers. | Valentin Barrire, Sebastian Cifuentes |
| 2023 | ECIR | Overview of Touch 2023: Argument and Causal Retrieval - Extended Abstract. | Alexander Bondarenko, Maik Frbe, Johannes Kiesel, Ferdinand Schlatt, Valentin Barrire, Brian Ravenet, Lo Hemamou, Simon Luck, Jan Heinrich Reimer, Benno Stein, Martin Potthast, Matthias Hagen |
| 2023 | EMNLP | Deep Natural Language Feature Learning for Interpretable Prediction. | Felipe Urrutia, Cristian Buc Calderon, Valentin Barrire |
| 2022 | IJCNLP | CoFE: A New Dataset of Intra-Multilingual Multi-target Stance Classification from an Online European Participatory Democracy Platform. | Valentin Barrire, Guillaume Jacquet, Lo Hemamou |
| 2022 | LREC | Debating Europe: A Multilingual Multi-Target Stance Classification Dataset of Online Debates. | Valentin Barrire, Alexandra Balahur, Brian Ravenet |
| 2022 | LREC | Opinions in Interactions : New Annotations of the SEMAINE Database. | Valentin Barrire, Slim Essid, Chlo Clavel |
| 2020 | COLING | Improving Sentiment Analysis over non-English Tweets using Multilingual Transformers and Automatic Translation for Data-Augmentation. | Valentin Barrire, Alexandra Balahur |
| 2018 | ICASSP | Attitude Classification in Adjacency Pairs of a Human-Agent Interaction with Hidden Conditional Random Fields. | Valentin Barrire, Chlo Clavel, Slim Essid |
| 2017 | ICMI | Hybrid models for opinion analysis in speech interactions. | Valentin Barrire |
| 2017 | Interspeech | Opinion Dynamics Modeling for Movie Review Transcripts Classification with Hidden Conditional Random Fields. | Valentin Barrire, Chlo Clavel, Slim Essid |