DCC | Académicas/os - Valentin Barriere

DCC

Académicas/os

Valentin Barriere

Profesor Asistente

Anexo +56229777539 Oficina Of. P312

Valentin Barriere

Nombramiento Académico Actual

  • Académico - Profesor Asistente

Títulos y Grados

  • Doctor - UNIVERSIDAD PARÍS-SACLAY 2016

Docencia Últimos 7 años

Memorias y Tesis Últimos 7 años

Participación como Profesor Guía

  • Integración de tokens de audio en grandes modelos de lenguaje para clasificación de falacias en debates, 2025
  • Detección de fuego en la naturaleza, 2025
  • Detección temprana de incendios forestales con el uso de cámaras utilizando redes neuronales profundas, 2024

Investigación Últimos 7 Años

Publicaciones

  • Leveraging Wikidata for Geographically Informed Sociocultural Bias Dataset Creation: Application to Latin America MME 2026 - Workshop on Multilingual and Multicultural Evaluation, Proceedings of the Workshop, 2026
  • A Real-World Benchmark for Early Wildfire Detection Using Sequential Data with the PyroNear Dataset ELECTRONICS, 2026
  • AU-TextAlign: A Pipeline for Word-Level Facial Expression Tagging in LLMs 2025 15th IEEE International Conference on Pattern Recognition Systems, ICPRS 2025, 2025
  • Adapting Bias Evaluation to Domain Contexts using Generative Models EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, 2025
  • StandUp4AI: A New Multilingual Dataset for Humor Detection in Stand-up Comedy Videos EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025, 2025
  • A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, 2024
  • Findings of WASSA 2024 Shared Task on Empathy and Personality Detection in Interactions WASSA 2024 - 14th Workshop on Computational Approaches to Subjectivity, Sentiment, and Social Media Analysis, Proceedings of the Workshop, 2024
  • Are Text Classifiers Xenophobic? A Country-Oriented Bias Detection Method With Least Confounding Variables 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings, 2024
  • Boosting crop classification by hierarchically fusing satellite, rotational, and contextual data REMOTE SENSING OF ENVIRONMENT, 2024
  • Deep Natural Language Feature Learning for Interpretable Prediction EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings, 2023

Proyectos de Investigación

  • Multimodal Argumentation Mining in Groups Assissted by an Embodied Conversational Agent Fondecyt_Anid, 11251024, 2025 - 2028
  • Estudios de sesgos sociales en modelos de lenguajes largos Fondo Central de Investigación, UI-011/24, 2024 - 2026
  • An AI system for nation-wide agricultural production monitoring based on crowd-sourced and remote-sensing data Subdirección de Investigación Aplicada, TA24I10016, 2024 - 2028
  • Centro Nacional de Inteligencia Artifical (CENIA) Programa Financiamiento Basal, FB210017, 2022 - 2027