Matthias Gallé

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 40

Top Venues

University of Rennes 1, France (PHD)

Education History

University of Rennes 1, France

PHD

Publications

Arash Ahmadian, Chris Cremer, Matthias Gallé, Marzieh Fadaee, Julia Kreutzer, Olivier Pietquin, Ahmet Üstün, Sara Hooker
Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs. CoRR (2024)
Weizhe Yuan, Pengfei Liu, Matthias Gallé
LLMCrit: Teaching Large Language Models to Use Criteria. ACL (Findings) (2024)
Zihuiwen Ye, Fraser Greenlee-Scott, Max Bartolo, Phil Blunsom, Jon Ander Campos, Matthias Gallé
Improving Reward Models with Synthetic Critiques. CoRR (2024)
Arash Ahmadian, Chris Cremer, Matthias Gallé, Marzieh Fadaee, Julia Kreutzer, Olivier Pietquin, Ahmet Üstün, Sara Hooker
Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs. ACL (1) (2024)
Weizhe Yuan, Pengfei Liu, Matthias Gallé
LLMCRIT: Teaching Large Language Models to Use Criteria. CoRR (2024)
Alexandre Matton, Tom Sherborne, Dennis Aumiller, Elena Tommasone, Milad Alizadeh, Jingyi He, Raymond Ma, Maxime Voisin, Ellen Gilsenan-McMahon, Matthias Gallé
On Leakage of Code Generation Evaluation Datasets. CoRR (2024)
Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov
Speeding Up Entmax. NAACL-HLT (Findings) (2022)
Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick, Suzana Ilic, Daniel Hesslow, Roman Castagné, Alexandra Sasha Luccioni, François Yvon, Matthias Gallé, Jonathan Tow, Alexander M. Rush, Stella Biderman, Albert Webson, Pawan Sasanka Ammanamanchi, Thomas Wang, Benoît Sagot, Niklas Muennighoff, Albert Villanova del Moral, Olatunji Ruwase, Rachel Bawden, Stas Bekman, Angelina McMillan-Major, Iz Beltagy, Huu Nguyen, Lucile Saulnier, Samson Tan, Pedro Ortiz Suarez, Victor Sanh, Hugo Laurençon, Yacine Jernite, Julien Launay, Margaret Mitchell, Colin Raffel, Aaron Gokaslan, Adi Simhi, Aitor Soroa, Alham Fikri Aji, Amit Alfassy, Anna Rogers, Ariel Kreisberg Nitzav, Canwen Xu, Chenghao Mou, Chris Emezue, Christopher Klamm, Colin Leong, Daniel van Strien, David Ifeoluwa Adelani, et al.
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model. CoRR (2022)
Christopher Akiki, Giada Pistilli, Margot Mieskes, Matthias Gallé, Thomas Wolf, Suzana Ilic, Yacine Jernite
BigScience: A Case Study in the Social Construction of a Multilingual Large Language Model. CoRR (2022)
Md Mahfuz Ibn Alam, Antonios Anastasopoulos, Laurent Besacier, James Cross, Matthias Gallé, Philipp Koehn, Vassilina Nikoulina
On the Evaluation of Machine Translation for Terminology Consistency. CoRR (2021)
Hady Elsahar, Maximin Coavoux, Jos Rozen, Matthias Gallé
Self-Supervised and Controlled Multi-Document Opinion Summarization. EACL (2021)
Sabrina J. Mielke, Zaid Alyafeai, Elizabeth Salesky, Colin Raffel, Manan Dey, Matthias Gallé, Arun Raja, Chenglei Si, Wilson Y. Lee, Benoît Sagot, Samson Tan
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP. CoRR (2021)
Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov
Speeding Up Entmax. CoRR (2021)
Vassilina Nikoulina, Maxat Tezekbayev, Nuradil Kozhakhmet, Madina Babazhanova, Matthias Gallé, Zhenisbek Assylbekov
The Rediscovery Hypothesis: Language Models Need to Meet Linguistics. J. Artif. Intell. Res. 72 (2021)
Alexandre Duval, Thomas Lamson, Gael de Leseleuc de Kerouara, Matthias Gallé
Breaking Writer's Block: Low-cost Fine-tuning of Natural Language Generation Models. EACL (System Demonstrations) (2021)
Ahmet Üstün, Alexandre Bérard, Laurent Besacier, Matthias Gallé
Multilingual Unsupervised Neural Machine Translation with Denoising Adapters. CoRR (2021)
Vassilina Nikoulina, Maxat Tezekbayev, Nuradil Kozhakhmet, Madina Babazhanova, Matthias Gallé, Zhenisbek Assylbekov
The Rediscovery Hypothesis: Language Models Need to Meet Linguistics. CoRR (2021)
Matthias Gallé, Jos Rozen, Germán Kruszewski, Hady Elsahar
Unsupervised and Distributional Detection of Machine-Generated Text. CoRR (2021)
Md Mahfuz Ibn Alam, Ivana Kvapilíková, Antonios Anastasopoulos, Laurent Besacier, Georgiana Dinu, Marcello Federico, Matthias Gallé, Kweon Woo Jung, Philipp Koehn, Vassilina Nikoulina
Findings of the WMT Shared Task on Machine Translation Using Terminologies. WMT@EMNLP (2021)
Ahmet Üstün, Alexandre Berard, Laurent Besacier, Matthias Gallé
Multilingual Unsupervised Neural Machine Translation with Denoising Adapters. EMNLP (1) (2021)
Hady ElSahar, Maximin Coavoux, Matthias Gallé, Jos Rozen
Self-Supervised and Controlled Multi-Document Opinion Summarization. CoRR (2020)
Alexandre Bérard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong L. Park, Matthias Gallé
A Multilingual Neural Machine Translation Model for Biomedical Data. CoRR (2020)
Jerin Philip, Alexandre Berard, Matthias Gallé, Laurent Besacier
Monolingual Adapters for Zero-Shot Neural Machine Translation. EMNLP (1) (2020)
Alexandre Bérard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong Lucy Park, Matthias Gallé
A Multilingual Neural Machine Translation Model for Biomedical Data. NLP4COVID@EMNLP (2020)
Pierre Daix-Moreux, Matthias Gallé
Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings. TextGraphs@EMNLP (2019)
Rohit Gupta, Laurent Besacier, Marc Dymetman, Matthias Gallé
Character-based NMT with Transformer. CoRR (2019)
Matthias Gallé
Investigating the Effectiveness of BPE: The Power of Shorter Sequences. EMNLP/IJCNLP (1) (2019)
Hady ElSahar, Matthias Gallé
To Annotate or Not? Predicting Performance Drop under Domain Shift. EMNLP/IJCNLP (1) (2019)
Matthias Gallé, Matías Tealdi
-repeats: A new taxonomy of repeats defined by their context diversity. J. Discrete Algorithms 48 (2018)
Ariadna Quattoni, Xavier Carreras, Matthias Gallé
A Maximum Matching Algorithm for Basis Selection in Spectral Learning. AISTATS (2017)
Matthias Gallé, Ekaterina Kynev, Nicolas Monet, Christophe Legras
Context-aware selection of multi-modal conversational fillers in human-robot dialogues. RO-MAN (2017)
Ariadna Quattoni, Xavier Carreras, Matthias Gallé
A Maximum Matching Algorithm for Basis Selection in Spectral Learning. CoRR (2017)
Ekaterina Kynev, Nicolas Monet, Christophe Legras, Matthias Gallé
Robots as Conversational Mediators. HRI (Companion) (2017)
Nikolaos Lagos, Matthias Gallé, Alexandr Chernov, Ágnes Sándor
Enriching how-to guides with actionable phrases and linked data. Web Intell. 15 (3) (2017)
Payam Siyari, Matthias Gallé
The Generalized Smallest Grammar Problem. ICGI (2016)
Matthias Gallé, Jean-Michel Renders, Guillaume Jacquet
Joint Event Detection and Entity Resolution: a Virtuous Cycle. CoRR (2016)
Payam Siyari, Matthias Gallé
The Generalized Smallest Grammar Problem. CoRR (2016)
Will Radford, Matthias Gallé
Discriminating between similar languages in Twitter using label propagation. CoRR (2016)
Alexandr Chernov, Nikolaos Lagos, Matthias Gallé, Ágnes Sándor
Enriching How-to Guides by Linking Actionable Phrases. WWW (Companion Volume) (2016)
Matthias Gallé
Multi-view pattern matching. CoRR (2016)
William Radford, Matthias Gallé
"Roles for the boys?" Mining cast lists for gender and role distributions over time. CoRR (2015)
Matthias Gallé, Matías Tealdi
Reconstructing Textual Documents from n-grams. KDD (2015)
Will Radford, Matthias Gallé
"Roles for the Boys?": Mining Cast Lists for Gender and Role Distributions over Time. WWW (Companion Volume) (2015)
Matthias Gallé
Review of: Algorithms on Strings by Maxime Crochemore, Christophe Hancart and Thierry Lecroq. SIGACT News 46 (3) (2015)
Matthias Gallé
Review of bayesian reasoning and machine learning by David Barber. SIGACT News 45 (2) (2014)
Matthias Gallé, Jean-Michel Renders
Boilerplate Detection and Recoding. ECIR (2014)
Matthias Gallé, Matías Tealdi
On Context-Diverse Repeats and Their Incremental Computation. LATA (2014)
Matthias Gallé
Review of grammatical inference: learning automata and grammars by Colin de la Higuera. SIGACT News 44 (2) (2013)
Matthias Gallé
The bag-of-repeats representation of documents. SIGIR (2013)
Matthias Gallé, Jean-Michel Renders, Eric Karstens
Who broke the news?: an analysis on first reports of news events. WWW (Companion Volume) (2013)
Rafael Carrascosa, François Coste, Matthias Gallé, Gabriel G. Infante López
Searching for smallest grammars on large sequences and application to DNA. J. Discrete Algorithms 11 (2012)
Matthias Gallé, Jean-Michel Renders
Full and Mini-batch Clustering of News Articles with Star-EM. ECIR (2012)
Rafael Carrascosa, François Coste, Matthias Gallé, Gabriel G. Infante López
The Smallest Grammar Problem as Constituents Choice and Minimal Grammar Parsing. Algorithms 4 (4) (2011)
Matthias Gallé
A New Tree Distance Metric for Structural Comparison of Sequences. Structure Discovery in Biology: Motifs, Networks & Phylogenies (2010)
Rafael Carrascosa, François Coste, Matthias Gallé, Gabriel G. Infante López
Choosing Word Occurrences for the Smallest Grammar Problem. LATA (2010)
Matthias Gallé, Pierre Peterlongo, François Coste
In-Place Update of Suffix Array while Recoding Words. Int. J. Found. Comput. Sci. 20 (6) (2009)
Matthias Gallé, Pierre Peterlongo, François Coste
In-place Update of Suffix Array while Recoding Words. Stringology (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matthias Gallé