Lina Conti

Lina Conti is a PhD student at the Fondazione Bruno Kessler and the University of Trento (Italy), specializing in the interpretability of multilingual and multimodal foundation models for translation, with a focus on understanding gender bias in speech translation systems.

She holds a master's degree in Computational Linguistics from Université Paris Cité (France) and bachelor's degrees in Computer Science and in Philosophy from Sorbonne University (France).

• interpretability


• XAI


• speech translation


• gender bias

1. Conti, Lina; Fucci, Dennis; Gaido, Marco; Negri, Matteo; Wisniewski, Guillaume; Bentivogli, Luisa,
   The Unheard Alternative: Contrastive Explanations for Speech-to-Text Models,
   in «»,
   Proceedings of the 8th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP,
   Association for Computational Linguistics,
   vol. ,
   n. ,
   2025
   , pp. 398-
   414
2. Conti, Lina; Wisniewski, Guillaume,
   Using Artificial French Data to Understand the Emergence of Gender Bias in Transformer Language Models,
   Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing,
   2023
   , pp. 10362-
   10371