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2020 – today
- 2025
[i2]Duc Hau Nguyen, Cyrielle Mallart, Guillaume Gravier, Pascale Sébillot:
Regularization, Semi-supervision, and Supervision for a Plausible Attention-Based Explanation. CoRR abs/2501.12775 (2025)- [i1]Duc Hau Nguyen, Guillaume Gravier, Pascale Sébillot:
A Study of the Plausibility of Attention between RNN Encoders in Natural Language Inference. CoRR abs/2501.13735 (2025) - 2024
- [b1]Duc Hau Nguyen:
Making AI Understandable for Humans : the Plausibility of Attention-Based Explanations in Natural Language Processing. (Rendre l'IA expliquable pour les humains : la plausibilité des explications fondées sur l'attention dans le traitement automatique des langues). INSA de Rennes, France, 2024 - 2023
- [c6]Duc Hau Nguyen
, Cyrielle Mallart, Guillaume Gravier, Pascale Sébillot:
Regularization, Semi-supervision, and Supervision for a Plausible Attention-Based Explanation. NLDB 2023: 285-298 - [c5]Loïc Fosse, Duc Hau Nguyen, Pascale Sébillot, Guillaume Gravier:
Géométrie de l'auto-attention en classification : quand la géométrie remplace l'attention. CORIA-TALN (1) 2023: 137-150 - 2022
- [c4]Duc Hau Nguyen, Guillaume Gravier, Pascale Sébillot:
Filtrage et régularisation pour améliorer la plausibilité des poids d'attention dans la tâche d'inférence en langue naturelle (Filtering and regularization to improve the plausibility of attention weights in NLI). TALN-RECITAL 2022: 95-103 - [c3]Loïc Fosse, Duc Hau Nguyen, Pascale Sébillot, Guillaume Gravier:
Une étude statistique des plongements dans les modèles transformers pour le français (An empirical statistical study of embeddings in French transformers). TALN-RECITAL 2022: 247-256 - 2021
- [c2]Duc Hau Nguyen, Guillaume Gravier, Pascale Sébillot:
A Study of the Plausibility of Attention between RNN Encoders in Natural Language Inference. ICMLA 2021: 1623-1629 - [c1]Cheikh Brahim El Vaigh, Thomas Girault, Cyrielle Mallart, Duc Hau Nguyen:
Detecting Fake News Conspiracies with Multitask and Prompt-Based Learning. MediaEval 2021
Coauthor Index
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