Recent Publications

Valentin Barriere, Martin Claverie, Maja Schneider, Guido Lemoine, Raphaël D'Andrimont (2024). Boosting crop classification by hierarchically fusing satellite, rotational, and contextual data. In Remote Sensing of Environment.

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Valentin Barriere, Felipe Del Rio, Andres Carvallo, Carlos Aspillaga, Eugenio Herrera-Berg, Cristian Buc (2023). Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness. In GEM @ EMNLP 23.

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Felipe Urrutia, Cristian Buc, Valentin Barriere (2023). Deep Natural Language Feature Learning for Interpretable Prediction. In EMNLP 23.

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Valentin Barriere, João Sedoc, Shabnam Tafreshi, Salvatore Giorgi (2023). Findings of WASSA 2023 Shared Task on Empathy, Emotion and Personality Detection in Conversation and Reactions to News Articles. In WASSA @ ACL 23.

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Valentin Barriere, Alexandra Balahur (2023). Multilingual Multi-Target Stance Recognition in Online Public Consultations. In Mathematics.

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Valentin Barriere, Guillaume Jacquet, Léo Hemamou (2022). CoFE: A New Dataset of Intra-Multilingual Multi-target Stance Classification from an Online European Participatory Democracy Platform. In AACL-IJCNLP 22.

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Valentin Barriere, Slim Essid, Chloé Clavel (2022). Opinions in Interactions : New Annotations of the SEMAINE Database. In LREC 22.

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Valentin Barriere, Alexandra Balahur, Brian Ravenet (2022). Debating Europe: A Multilingual Multi-Target Stance Classification Dataset of Online Debates. In PoliticalNLP @ LREC 22.

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Valentin Barriere, Shabnam Tafreshi, João Sedoc, Sawsan Alqahtani (2022). WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories. In WASSA @ ACL 22.

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Valentin Barriere, Guillaume Jacquet (2021). How does a Pre-Trained Transformer Integrate Contextual Keywords? Application to Humanitarian Computing. In ISCRAM 21.