Recent Publications

Tamara Quiroga, Felipe Bravo, Valentin Barriere (2025). Adapting Bias Evaluation to Domain Contexts using Generative Models. In EMNLP 25.

Valentin Barriere, Nahuel Gomez, Leo Hemamou, Sofia Callejas, Brian Ravenet (2025). StandUp4AI: A New Multilingual Dataset for Humor Detection in Stand-up Comedy Videos. In EMNLP25 Findings.

Giovanni Castiglioni, Nicolas Isla, Cristian Buc, Javiera Castillo-Navarro, Sebastien Lefevre, Valentin Barriere (2025). Shaping Fine-Tuning of Geospatial Foundation Models: Effects of Label Availability and Temporal Resolution. In TerraBytes @ ICML 25.

Felipe Urrutia, Cristian Buc, Roberto Araya, Valentin Barriere (2025). Unsupervised Automatic Short Answer Grading and Essay Scoring: A Weakly Supervised Explainable Approach. In BEA @ ACL 25.

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.