Publications

Thomas Scialom, Louis Martin, Jacopo Staiano, Éric Villemonte de la Clergerie, Benoît Sagot (2021). Rethinking Automatic Evaluation in Sentence Simplification. ArXiv.

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Mikel Artetxe, Shruti Bhosale, Naman Goyal, Todor Mihaylov, Myle Ott, Sam Shleifer, Xi Victoria Lin, Jingfei Du, Srinivasan Iyer, Ramakanth Pasunuru, Giri Anantharaman, Xian Li, Shuohui Chen, Halil Akin, Mandeep Baines, Louis Martin, Xing Zhou, Punit Singh Koura, Brian O'Horo, Jeff Wang, Luke Zettlemoyer, Mona T. Diab, Zornitsa Kozareva, Ves Stoyanov (2021). Efficient Large Scale Language Modeling with Mixtures of Experts. ArXiv.

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Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, Yoann Dupont, Laurent Romary, Éric Villemonte de la Clergerie, Djamé Seddah, Benoît Sagot (2020). CamemBERT: a Tasty French Language Model. ACL 2020.

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Fernando Alva-Manchego, Louis Martin, Antoine Bordes, Carolina Scarton, Benoı̂t Sagot, Lucia Specia (2020). ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics.

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Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, Yoann Dupont, Laurent Romary, Éric de la Clergerie, Benoît Sagot, Djamé Seddah (2020). Les modèles de langue contextuels Camembert pour le Français : impact de la taille et de l'hétérogénéité des données d'entrainement. In TALN 2020.

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Louis Martin, Éric de la Clergerie, Benoı̂t Sagot, Antoine Bordes (2020). Controllable Sentence Simplification. Proceedings of the 12th Language Resources and Evaluation Conference.

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Louis Martin, Angela Fan, Éric de la Clergerie, Antoine Bordes, Benoît Sagot (2020). MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases.

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Fernando Alva-Manchego, Louis Martin, Carolina Scarton, Lucia Specia (2019). EASSE: Easier Automatic Sentence Simplification Evaluation. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP): System Demonstrations.

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Louis Martin (2019). Systems and Methods for Compact Convolutional Neural Networks. Google Patents.

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Louis Martin, Samuel Humeau, Pierre-Emmanuel Mazaré, Éric de la Clergerie, Antoine Bordes, Benoı̂t Sagot (2018). Reference-less Quality Estimation of Text Simplification Systems. Proceedings of the 1st Workshop on Automatic Text Adaptation (ATA).

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Ganesh Jawahar, Benjamin Muller, Amal Fethi, Louis Martin, Éric Villemonte de la Clergerie, Benoı̂t Sagot, Djamé Seddah (2018). ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing. Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies.

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