Recent Publications

Valentin Barriere, Sebastian Cifuentes (2024). A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers. In EMNLP 24.

Mateo Lostanlen, Nicolas Isla, Jose Guillen, Felix Veith, Cristian Buc, Valentin Barriere (2024). (Preprint) Scrapping The Web For Early Wildfire Detection: A New Annotated Dataset of Images and Videos of Smoke Plumes In-the-wild. Arxiv (submitted).

Valentin Barriere (2024). Fantastic Biases (What are They) and Where to Find Them. In Bits de Ciencias.

Salvatore Giorgi, João Sedoc, Valentin Barriere, Shabnam Tafreshi (2024). Findings of WASSA 2024 Shared Task on Empathy and Personality Detection in Interactions. In WASSA @ ACL 24.

Nailia Mirzakhmedova, Johannes Kiesel, Milad Alshomary, Maximilian Heinrich, Nicolas Handke, Xiaoni Cai, Valentin Barriere, Doratossadat Dastgheib, Omid Ghahroodi, MohammadAli SadraeiJavaheri, Ehsaneddin Asgari, Lea Kawaletz, Henning Wachsmuth, Benno Stein (2024). The Touché23-ValueEval Dataset for Identifying Human Values behind Arguments. In LREC-COLING 24.

Valentin Barriere, Sebastian Cifuentes (2024). Are Text Classifiers Xenophobic? A Country-Oriented Bias Detection Method with Least Confounding Variables. In LREC-COLING 24.

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.

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.

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

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.