Matthias Gallé

65 papers A* 3A 4B 1C 2Misc 1Journal 34Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Unified Framework for Rethinking Policy Divergence Measures in GRPO. CoRR Qingyuan Wu, Yuhui Wang, Simon Sinong Zhan, Yanning Dai, Shilong Deng, Sarra Habchi, Qi Zhu, Matthias Gallé, Chao Huang
2025	J	`jnl`	Aya Vision: Advancing the Frontier of Multilingual Multimodality. CoRR Saurabh Dash, Yiyang Nan, John Dang, Arash Ahmadian, Shivalika Singh, Madeline Smith, Bharat Venkitesh, Vlad Shmyhlo, Viraat Aryabumi, Walter Beller-Morales, Jeremy Pekmez, Jason Ozuzu, Pierre Richemond, Acyr Locatelli, Nick Frosst, Phil Blunsom, Aidan N. Gomez, Ivan Zhang, Marzieh Fadaee, Manoj Govindassamy, Sudip Roy, Matthias Gallé, Beyza Ermis, Ahmet Üstün, Sara Hooker
2025	A*	`conf`	Commit0: Library Generation from Scratch. ICLR Wenting Zhao, Nan Jiang, Celine Lee, Justin T. Chiu, Claire Cardie, Matthias Gallé, Alexander M. Rush
2025	—	`conf`	Improving Reward Models with Synthetic Critiques. NAACL (Findings) Zihuiwen Ye, Fraser Greenlee-Scott, Max Bartolo, Phil Blunsom, Jon Ander Campos, Matthias Gallé
2025	J	`jnl`	The Multilingual Divide and Its Impact on Global AI Safety. CoRR Aidan Peppin, Julia Kreutzer, Alice Schoenauer Sebag, Kelly Marchisio, Beyza Ermis, John Dang, Samuel Cahyawijaya, Shivalika Singh, Seraphina Goldfarb-Tarrant, Viraat Aryabumi, Aakanksha, Wei-Yin Ko, Ahmet Üstün, Matthias Gallé, Marzieh Fadaee, Sara Hooker
2025	J	`jnl`	Verification Limits Code LLM Training. CoRR Srishti Gureja, Elena Tommasone, Jingyi He, Sara Hooker, Matthias Gallé, Marzieh Fadaee
2024	J	`jnl`	Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs. CoRR Arash Ahmadian, Chris Cremer, Matthias Gallé, Marzieh Fadaee, Julia Kreutzer, Olivier Pietquin, Ahmet Üstün, Sara Hooker
2024	—	`conf`	Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs. ACL (1) Arash Ahmadian, Chris Cremer, Matthias Gallé, Marzieh Fadaee, Julia Kreutzer, Olivier Pietquin, Ahmet Üstün, Sara Hooker
2024	J	`jnl`	Commit0: Library Generation from Scratch. CoRR Wenting Zhao, Nan Jiang, Celine Lee, Justin T. Chiu, Claire Cardie, Matthias Gallé, Alexander M. Rush
2024	J	`jnl`	If You Can't Use Them, Recycle Them: Optimizing Merging at Scale Mitigates Performance Tradeoffs. CoRR Muhammad Khalifa, Yi Chern Tan, Arash Ahmadian, Tom Hosking, Honglak Lee, Lu Wang, Ahmet Üstün, Tom Sherborne, Matthias Gallé
2024	J	`jnl`	Improving Reward Models with Synthetic Critiques. CoRR Zihuiwen Ye, Fraser Greenlee-Scott, Max Bartolo, Phil Blunsom, Jon Ander Campos, Matthias Gallé
2024	J	`jnl`	LLMCRIT: Teaching Large Language Models to Use Criteria. CoRR Weizhe Yuan, Pengfei Liu, Matthias Gallé
2024	—	`conf`	LLMCrit: Teaching Large Language Models to Use Criteria. ACL (Findings) Weizhe Yuan, Pengfei Liu, Matthias Gallé
2024	—	`conf`	On Leakage of Code Generation Evaluation Datasets. EMNLP (Findings) Alexandre Matton, Tom Sherborne, Dennis Aumiller, Elena Tommasone, Milad Alizadeh, Jingyi He, Raymond Ma, Maxime Voisin, Ellen Gilsenan-McMahon, Matthias Gallé
2024	J	`jnl`	On Leakage of Code Generation Evaluation Datasets. CoRR Alexandre Matton, Tom Sherborne, Dennis Aumiller, Elena Tommasone, Milad Alizadeh, Jingyi He, Raymond Ma, Maxime Voisin, Ellen Gilsenan-McMahon, Matthias Gallé
2022	J	`jnl`	BigScience: A Case Study in the Social Construction of a Multilingual Large Language Model. CoRR Christopher Akiki, Giada Pistilli, Margot Mieskes, Matthias Gallé, Thomas Wolf, Suzana Ilic, Yacine Jernite
2022	—	`conf`	Speeding Up Entmax. NAACL-HLT (Findings) Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov
2021	J	`jnl`	Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP. CoRR Sabrina J. Mielke, Zaid Alyafeai, Elizabeth Salesky, Colin Raffel, Manan Dey, Matthias Gallé, Arun Raja, Chenglei Si, Wilson Y. Lee, Benoît Sagot, Samson Tan
2021	—	`conf`	Breaking Writer's Block: Low-cost Fine-tuning of Natural Language Generation Models. EACL (System Demonstrations) Alexandre Duval, Thomas Lamson, Gael de Leseleuc de Kerouara, Matthias Gallé
2021	—	`conf`	Findings of the WMT Shared Task on Machine Translation Using Terminologies. WMT@EMNLP Md Mahfuz Ibn Alam, Ivana Kvapilíková, Antonios Anastasopoulos, Laurent Besacier, Georgiana Dinu, Marcello Federico, Matthias Gallé, Kweon Woo Jung, Philipp Koehn, Vassilina Nikoulina
2021	—	`conf`	Multilingual Unsupervised Neural Machine Translation with Denoising Adapters. EMNLP (1) Ahmet Üstün, Alexandre Berard, Laurent Besacier, Matthias Gallé
2021	J	`jnl`	Multilingual Unsupervised Neural Machine Translation with Denoising Adapters. CoRR Ahmet Üstün, Alexandre Bérard, Laurent Besacier, Matthias Gallé
2021	J	`jnl`	On the Evaluation of Machine Translation for Terminology Consistency. CoRR Md Mahfuz Ibn Alam, Antonios Anastasopoulos, Laurent Besacier, James Cross, Matthias Gallé, Philipp Koehn, Vassilina Nikoulina
2021	A	`conf`	Self-Supervised and Controlled Multi-Document Opinion Summarization. EACL Hady Elsahar, Maximin Coavoux, Jos Rozen, Matthias Gallé
2021	J	`jnl`	Speeding Up Entmax. CoRR Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov
2021	J	`jnl`	The Rediscovery Hypothesis: Language Models Need to Meet Linguistics. CoRR Vassilina Nikoulina, Maxat Tezekbayev, Nuradil Kozhakhmet, Madina Babazhanova, Matthias Gallé, Zhenisbek Assylbekov
2021	J	`jnl`	The Rediscovery Hypothesis: Language Models Need to Meet Linguistics. J. Artif. Intell. Res. Vassilina Nikoulina, Maxat Tezekbayev, Nuradil Kozhakhmet, Madina Babazhanova, Matthias Gallé, Zhenisbek Assylbekov
2021	J	`jnl`	Unsupervised and Distributional Detection of Machine-Generated Text. CoRR Matthias Gallé, Jos Rozen, Germán Kruszewski, Hady Elsahar
2020	—	`conf`	A Multilingual Neural Machine Translation Model for Biomedical Data. NLP4COVID@EMNLP Alexandre Bérard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong Lucy Park, Matthias Gallé
2020	J	`jnl`	A Multilingual Neural Machine Translation Model for Biomedical Data. CoRR Alexandre Bérard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong L. Park, Matthias Gallé
2020	—	`conf`	Monolingual Adapters for Zero-Shot Neural Machine Translation. EMNLP (1) Jerin Philip, Alexandre Berard, Matthias Gallé, Laurent Besacier
2020	J	`jnl`	Self-Supervised and Controlled Multi-Document Opinion Summarization. CoRR Hady Elsahar, Maximin Coavoux, Matthias Gallé, Jos Rozen
2019	J	`jnl`	Character-based NMT with Transformer. CoRR Rohit Gupta, Laurent Besacier, Marc Dymetman, Matthias Gallé
2019	—	`conf`	Investigating the Effectiveness of BPE: The Power of Shorter Sequences. EMNLP/IJCNLP (1) Matthias Gallé
2019	—	`conf`	Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings. TextGraphs@EMNLP Pierre Daix-Moreux, Matthias Gallé
2019	—	`conf`	To Annotate or Not? Predicting Performance Drop under Domain Shift. EMNLP/IJCNLP (1) Hady Elsahar, Matthias Gallé
2017	A	`conf`	A Maximum Matching Algorithm for Basis Selection in Spectral Learning. AISTATS Ariadna Quattoni, Xavier Carreras, Matthias Gallé
2017	J	`jnl`	A Maximum Matching Algorithm for Basis Selection in Spectral Learning. CoRR Ariadna Quattoni, Xavier Carreras, Matthias Gallé
2017	B	`conf`	Context-aware selection of multi-modal conversational fillers in human-robot dialogues. RO-MAN Matthias Gallé, Ekaterina Kynev, Nicolas Monet, Christophe Legras
2017	J	`jnl`	Enriching how-to guides with actionable phrases and linked data. Web Intell. Nikolaos Lagos, Matthias Gallé, Alexandr Chernov, Ágnes Sándor
2017	—	`conf`	Robots as Conversational Mediators. HRI (Companion) Ekaterina Kynev, Nicolas Monet, Christophe Legras, Matthias Gallé
2016	J	`jnl`	Discriminating between similar languages in Twitter using label propagation. CoRR Will Radford, Matthias Gallé
2016	—	`conf`	Enriching How-to Guides by Linking Actionable Phrases. WWW (Companion Volume) Alexandr Chernov, Nikolaos Lagos, Matthias Gallé, Ágnes Sándor
2016	J	`jnl`	Joint Event Detection and Entity Resolution: a Virtuous Cycle. CoRR Matthias Gallé, Jean-Michel Renders, Guillaume Jacquet
2016	J	`jnl`	Multi-view pattern matching. CoRR Matthias Gallé
2016	—	`conf`	The Generalized Smallest Grammar Problem. ICGI Payam Siyari, Matthias Gallé
2016	J	`jnl`	The Generalized Smallest Grammar Problem. CoRR Payam Siyari, Matthias Gallé
2015	—	`conf`	"Roles for the Boys?": Mining Cast Lists for Gender and Role Distributions over Time. WWW (Companion Volume) Will Radford, Matthias Gallé
2015	J	`jnl`	"Roles for the boys?" Mining cast lists for gender and role distributions over time. CoRR William Radford, Matthias Gallé
2015	A*	`conf`	Reconstructing Textual Documents from n-grams. KDD Matthias Gallé, Matías Tealdi
2015	J	`jnl`	Review of: Algorithms on Strings by Maxime Crochemore, Christophe Hancart and Thierry Lecroq. SIGACT News Matthias Gallé
2014	A	`conf`	Boilerplate Detection and Recoding. ECIR Matthias Gallé, Jean-Michel Renders
2014	C	`conf`	On Context-Diverse Repeats and Their Incremental Computation. LATA Matthias Gallé, Matías Tealdi
2014	J	`jnl`	Review of bayesian reasoning and machine learning by David Barber. SIGACT News Matthias Gallé
2013	J	`jnl`	Review of grammatical inference: learning automata and grammars by Colin de la Higuera. SIGACT News Matthias Gallé
2013	A*	`conf`	The bag-of-repeats representation of documents. SIGIR Matthias Gallé
2013	—	`conf`	Who broke the news?: an analysis on first reports of news events. WWW (Companion Volume) Matthias Gallé, Jean-Michel Renders, Eric Karstens
2012	A	`conf`	Full and Mini-batch Clustering of News Articles with Star-EM. ECIR Matthias Gallé, Jean-Michel Renders
2012	J	`jnl`	Searching for smallest grammars on large sequences and application to DNA. J. Discrete Algorithms Rafael Carrascosa, François Coste, Matthias Gallé, Gabriel G. Infante López
2011	—	`—`	Searching for Compact Hierarchical Structures in DNA by means of the Smallest Grammar Problem. Matthias Gallé
2011	J	`jnl`	The Smallest Grammar Problem as Constituents Choice and Minimal Grammar Parsing. Algorithms Rafael Carrascosa, François Coste, Matthias Gallé, Gabriel G. Infante López
2010	—	`conf`	A New Tree Distance Metric for Structural Comparison of Sequences. Structure Discovery in Biology: Motifs, Networks & Phylogenies Matthias Gallé
2010	C	`conf`	Choosing Word Occurrences for the Smallest Grammar Problem. LATA Rafael Carrascosa, François Coste, Matthias Gallé, Gabriel G. Infante López
2009	J	`jnl`	In-Place Update of Suffix Array while Recoding Words. Int. J. Found. Comput. Sci. Matthias Gallé, Pierre Peterlongo, François Coste
2008	Misc	`conf`	In-place Update of Suffix Array while Recoding Words. PSC Matthias Gallé, Pierre Peterlongo, François Coste