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Machine Learning and Information Access

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Tanguy Herserant, Tristan Luiggi, Laure Soulier, Vincent Guigue. MeLaSSS : Métrique dans l’espace latent sur les phrases simplifiées. Atelier sur l'évaluation des modèles génératifs (LLM) et challence d'extraction d'information few-shot, Institut des sciences informatiques et de leurs interactions - CNRS Sciences informatiques [INS2I-CNRS], Jul 2024, Toulouse, France. ⟨hal-04678042⟩
Rachel Bawden, Hatim Bourfoune, Bertrand Cabot, Nathan Cassereau, Pierre Cornette, et al.. Evaluer BLOOM en français. Atelier sur l'évaluation des modèles génératifs (LLM) et challenge d'extraction d'information few-shot, Institut des sciences informatiques et de leurs interactions - CNRS Sciences informatiques [INS2I-CNRS], Jul 2024, Toulouse, France. ⟨hal-04678039⟩
Raphaël Mouravieff, Benjamin Piwowarski, Sylvain Lamprier. Learning Relational Decomposition of Queries for Question Answering from Tables. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Aug 2024, Bangkok, Thailand. pp.10471--10485. ⟨hal-04677411⟩
Amir Hossein Kargaran, François Yvon, Hinrich Schütze. MaskLID: Code-Switching Language Identification through Iterative Masking. 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Association for Computational Linguistics, Aug 2024, Bangkok, Thailand. pp.459-469. ⟨hal-04670790⟩
Maxime Bouthors, Josep Crego, François Yvon. Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison. 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024), Association for Computational Linguistics, Jun 2024, Mexico, Mexico. pp.3022-3039, ⟨10.18653/v1/2024.findings-naacl.190⟩. ⟨hal-04670614⟩
Ziqian Peng, Rachel Bawden, François Yvon. Handling Very Long Contexts in Neural Machine Translation: a Survey. Livrable D3-2.1, Projet ANR MaTOS. 2024, pp.50. ⟨hal-04652584v2⟩
Yannis Karmim, Leshanshui Yang, Raphaël Fournier-S'Niehotta, Clément Chatelain, Sébastien Adam, et al.. Temporal receptive field in dynamic graph learning: A comprehensive analysis. MLG Workshop at ECML-PKDD, Sep 2024, Vilnius (Lituanie), France. ⟨hal-04647025v2⟩
Yannis Karmim, Elias Ramzi, Raphaël Fournier-S 'Niehotta, Nicolas Thome. ITEM: Improving Training and Evaluation of Message-Passing based GNNs for top-k recommendation. Transactions on Machine Learning Research Journal, In press. ⟨hal-04645098⟩
Marc Lafon, Elias Ramzi, Clément Rambour, Nicolas Audebert, Nicolas Thome. GalLoP: Learning Global and Local Prompts for Vision-Language Models. The 18th European Conference on Computer Vision ECCV 2024, Sep 2024, Milan (Italie), Italy. ⟨10.48550/arXiv.2407.01400⟩. ⟨hal-04635800⟩
Paul Lerner, François Yvon. Vers la traduction automatique des néologismes scientifiques. 35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024), Jul 2024, Toulouse, France. pp.245-261. ⟨hal-04623021⟩
Maxime Bouthors, Josep Crego, François Yvon. Optimiser le choix des exemples pour la traduction automatique augmentée par des mémoires de traduction. 35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024), Jul 2024, Toulouse, France. pp.582-604. ⟨hal-04623042⟩
Santiago Herrera, Caio Corro, Sylvain Kahane. Régression logistique parcimonieuse pour l'extraction automatique de règles de grammaire. 35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024), Jul 2024, Toulouse, France. pp.211-218. ⟨hal-04623018⟩
Ziqian Peng, Rachel Bawden, François Yvon. À propos des difficultés de traduire automatiquement de longs documents. 35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024), Jul 2024, Toulouse, France. pp.2-21. ⟨hal-04623006⟩
Florian Le Bronnec, Song Duong, Alexandre Allauzen, Vincent Guigue, Alberto Lumbreras, et al.. LOCOST: Modèles Espace-État pour le Résumé Abstractif de Documents Longs. 35èmes Journées d'Études sur la Parole (JEP 2024) 31ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2024) 26ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL 2024), Jul 2024, Toulouse, France. pp.11-11. ⟨hal-04622998⟩
Stéphane Rivaud, Louis Fournier, Thomas Pumir, Eugene Belilovsky, Michael Eickenberg, et al.. PETRA: Parallel End-to-end Training with Reversible Architectures. 2024. ⟨hal-04594647⟩
Adel Nabli, Louis Fournier, Pierre Erbacher, Louis Serrano, Eugene Belilovsky, et al.. ACCO: Accumulate while you Communicate, Hiding Communications in Distributed LLM Training. 2024. ⟨hal-04592562⟩
Amir Hossein Kargaran, François Yvon, Hinrich Schütze. GlotScript: A Resource and Tool for Low Resource Writing System Identification. Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), ELRA Language Resources Association (ELRA); International Committee on Computational Linguistics (ICCL), May 2024, Torino, Italy. ⟨hal-04587980⟩
Manuel Faysse, Patrick Fernandes, Nuno Guerreiro, Antonio Loison, Duarte Alves, et al.. CroissantLLM: A Truly Bilingual French-English Language Model. 2024. ⟨hal-04574908⟩
Rachel Bawden, Ziqian Peng, Maud Bénard, Eric Villemonte de La Clergerie, Raphaël Esamotunu, et al.. Translate your Own: a Post-Editing Experiment in the NLP domain. The 25th Annual Conference of the European Association for Machine Translation, European Association for Machine Translation, Jun 2024, Sheffield, United Kingdom. ⟨hal-04573922⟩
Vaynee Sungeelee, Antoine Loriette, Olivier Sigaud, Baptiste Caramiaux. Interactive curriculum learning increases and homogenizes motor smoothness. Scientific Reports, 2024, ⟨10.1038/s41598-024-53253-3⟩. ⟨hal-04529557⟩

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