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Publication search results
found 114 matches
- 2024
- Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari:
LOCOST: State-Space Models for Long Document Abstractive Summarization. EACL (1) 2024: 1144-1159 - Pierre Erbacher, Louis Falissard, Vincent Guigue, Laure Soulier:
Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book QA. ECIR (3) 2024: 393-402 - Mathias Vast, Yuxuan Zong, Benjamin Piwowarski, Laure Soulier:
Simple Domain Adaptation for Sparse Retrievers. ECIR (3) 2024: 403-412 - Pierre Erbacher, Louis Falissard, Vincent Guigue, Laure Soulier:
Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering. CoRR abs/2401.01780 (2024) - Mathias Vast, Yuxuan Zong, Basile Van Cooten, Benjamin Piwowarski, Laure Soulier:
Simple Domain Adaptation for Sparse Retrievers. CoRR abs/2401.11509 (2024) - Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari:
LOCOST: State-Space Models for Long Document Abstractive Summarization. CoRR abs/2401.17919 (2024) - Pierre Erbacher, Jian-Yun Nie, Philippe Preux, Laure Soulier:
PAQA: Toward ProActive Open-Retrieval Question Answering. CoRR abs/2402.16608 (2024) - 2023
- Laure Soulier:
Neural Language Models for Faithful Data-to-Text Generation and Proactive Conversational Search. Sorbonne University, Paris, France, 2023 - Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier:
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. ECIR (1) 2023: 537-552 - Louis Falissard, Vincent Guigue, Laure Soulier:
Improving generalization in large langue model by learning prefix subspaces. EMNLP (Findings) 2023: 11474-11483 - Jean-Baptiste Gaya, Thang Doan, Lucas Caccia, Laure Soulier, Ludovic Denoyer, Roberta Raileanu:
Building a Subspace of Policies for Scalable Continual Learning. ICLR 2023 - Craig Thomson, Clément Rebuffel, Ehud Reiter, Laure Soulier, Somayajulu Sripada, Patrick Gallinari:
Enhancing factualness and controllability of Data-to-Text Generation via data Views and constraints. INLG 2023: 221-236 - Alexandre Ramé, Guillaume Couairon, Corentin Dancette, Jean-Baptiste Gaya, Mustafa Shukor, Laure Soulier, Matthieu Cord:
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. NeurIPS 2023 - Tristan Luiggi, Vincent Guigue, Laure Soulier, Siwar Jendoubi, Aurélien Baelde:
Dynamic Named Entity Recognition. SAC 2023: 890-897 - Sarah Abchiche, Lynda Said L'Hadj, Vincent Guigue, Laure Soulier:
Intégration du raisonnement numérique dans les modèles de langue : État de l'art et direction de recherche. CORIA-TALN 2023: 173-184 - Pierre Erbacher, Philippe Preux, Jian-Yun Nie, Laure Soulier:
Augmentation de jeux de données RI pour la recherche conversationnelle à initiative mixte. CORIA-TALN 2023: 37-58 - Louis Falissard, Vincent Guigue, Laure Soulier:
Apprentissage de sous-espaces de préfixes. CORIA-TALN 2023: 59-73 - Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarksi, Laure Soulier:
CoSPLADE : Adaptation d'un Modèle Neuronal Basé sur des Représentations Parcimonieuses pour la Recherche d'Information Conversationnelle. CORIA-TALN 2023: 207-212 - Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier:
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. CoRR abs/2301.04413 (2023) - Tristan Luiggi, Laure Soulier, Vincent Guigue, Siwar Jendoubi, Aurélien Baelde:
Dynamic Named Entity Recognition. CoRR abs/2302.10314 (2023) - Alexandre Ramé, Guillaume Couairon, Mustafa Shukor, Corentin Dancette, Jean-Baptiste Gaya, Laure Soulier, Matthieu Cord:
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards. CoRR abs/2306.04488 (2023) - Louis Falissard, Vincent Guigue, Laure Soulier:
Improving generalization in large language models by learning prefix subspaces. CoRR abs/2310.15793 (2023) - Pierre Erbacher, Laure Soulier:
CIRCLE: Multi-Turn Query Clarifications with Reinforcement Learning. CoRR abs/2311.02737 (2023) - Pierre Erbacher, Jian-Yun Nie, Philippe Preux, Laure Soulier:
Augmenting Ad-Hoc IR Dataset for Interactive Conversational Search. CoRR abs/2311.06119 (2023) - 2022
- Clément Rebuffel, Marco Roberti, Laure Soulier, Geoffrey Scoutheeten, Rossella Cancelliere, Patrick Gallinari:
Controlling hallucinations at word level in data-to-text generation. Data Min. Knowl. Discov. 36(1): 318-354 (2022) - Hanane Djeddal, Thomas Gerald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine:
Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs - Abstract. CIRCLE 2022 - Pierre Erbacher, Ludovic Denoyer, Laure Soulier:
Interactive Query Clarification and Refinement via User Simulation - Abstract. CIRCLE 2022 - Thomas Gerald, Laure Soulier:
Continual Learning of Long Topic Sequences in Neural Information Retrieval - abstract. CIRCLE 2022 - Hanane Djeddal, Thomas Gerald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine:
Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs. ECIR (2) 2022: 93-101 - Thomas Gerald, Laure Soulier:
Continual Learning of Long Topic Sequences in Neural Information Retrieval. ECIR (1) 2022: 244-259
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