125 citations
- Centre National de la Recherche ScientifiqueFR30 papers
- Université Jean MonnetFR24 papers
- Lyon 1 UniversitéFR17 papers
- Leading Health CareSE9 papers
- Institut d’Optique Graduate SchoolFR6 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR5 papers
- Institut de Planétologie et d'Astrophysique de GrenobleFR5 papers
- Université Paris-SaclayFR5 papers
- CEA DAM Île-de-FranceFR4 papers
- Centre de Recherche Astrophysique de LyonFR4 papers
- L'Alliance BoviteqCA4 papers
- Télécom ParisFR4 papers
5 papers · 1 filter
Histoires Morales: A French Dataset for Assessing Moral Alignment
Thibaud Leteno, Irina Proskurina, Antoine Gourru +4
Aligning language models with human values is crucial, especially as they become more integrated into everyday life. While models are often adapted to user preferences, it is equal…
QAnswer: Towards Question Answering Search over Websites
Kunpeng Guo, Clement Defretiere, Dennis Diefenbach +2
Question Answering (QA) is increasingly used by search engines to provide results to their end-users, yet very few websites currently use QA technologies for their search functiona…
Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints
Kunpeng Guo, Dennis Diefenbach, Antoine Gourru +1
The progress introduced by pre-trained language models and their fine-tuning has resulted in significant improvements in most downstream NLP tasks. The unsupervised training of a l…
An investigation of structures responsible for gender bias in BERT and DistilBERT
Thibaud Leteno, Antoine Gourru, Charlotte Laclau +1
In recent years, large Transformer-based Pre-trained Language Models (PLM) have changed the Natural Language Processing (NLP) landscape, by pushing the performance boundaries of th…
Unsupervised Open Relation Extraction
Hady Elsahar, Elena Demidova, Simon Gottschalk +2
We explore methods to extract relations between named entities from free text in an unsupervised setting. In addition to standard feature extraction, we develop a novel method to r…