Matthias Gallé

According to our database, Matthias Gallé authored at least 47 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Improving Reward Models with Synthetic Critiques.

Zihuiwen Ye, Fraser Greenlee-Scott, Max Bartolo, Phil Blunsom, Jon Ander Campos, Matthias Gallé

CoRR, 2024

On Leakage of Code Generation Evaluation Datasets.

Alexandre Matton, Tom Sherborne, Dennis Aumiller, Elena Tommasone, Milad Alizadeh, Jingyi He, Raymond Ma, Maxime Voisin, Ellen Gilsenan-McMahon, Matthias Gallé

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

LLMCrit: Teaching Large Language Models to Use Criteria.

Weizhe Yuan, Pengfei Liu, Matthias Gallé

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs.

Arash Ahmadian, Chris Cremer, Matthias Gallé, Marzieh Fadaee, Julia Kreutzer, Olivier Pietquin, Ahmet Üstün, Sara Hooker

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2022

BigScience: A Case Study in the Social Construction of a Multilingual Large Language Model.

Christopher Akiki, Giada Pistilli, Margot Mieskes, Matthias Gallé, Thomas Wolf, Suzana Ilic, Yacine Jernite

CoRR, 2022

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model.

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.

CoRR, 2022

Speeding Up Entmax.

Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

2021

The Rediscovery Hypothesis: Language Models Need to Meet Linguistics.

Vassilina Nikoulina, Maxat Tezekbayev, Nuradil Kozhakhmet, Madina Babazhanova, Matthias Gallé, Zhenisbek Assylbekov

J. Artif. Intell. Res., 2021

Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP.

Sabrina J. Mielke, Zaid Alyafeai, Elizabeth Salesky, Colin Raffel, Manan Dey, Matthias Gallé, Arun Raja, Chenglei Si, Wilson Y. Lee, Benoît Sagot, Samson Tan

CoRR, 2021

Unsupervised and Distributional Detection of Machine-Generated Text.

Matthias Gallé, Jos Rozen, Germán Kruszewski, Hady Elsahar

CoRR, 2021

On the Evaluation of Machine Translation for Terminology Consistency.

Md Mahfuz Ibn Alam, Antonios Anastasopoulos, Laurent Besacier, James Cross, Matthias Gallé, Philipp Koehn, Vassilina Nikoulina

CoRR, 2021

Findings of the WMT Shared Task on Machine Translation Using Terminologies.

Md Mahfuz Ibn Alam, Ivana Kvapilíková, Antonios Anastasopoulos, Laurent Besacier, Georgiana Dinu, Marcello Federico, Matthias Gallé, Kweon Woo Jung, Philipp Koehn, Vassilina Nikoulina

Proceedings of the Sixth Conference on Machine Translation, 2021

Multilingual Unsupervised Neural Machine Translation with Denoising Adapters.

Ahmet Üstün, Alexandre Berard, Laurent Besacier, Matthias Gallé

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Self-Supervised and Controlled Multi-Document Opinion Summarization.

Hady Elsahar, Maximin Coavoux, Jos Rozen, Matthias Gallé

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Breaking Writer's Block: Low-cost Fine-tuning of Natural Language Generation Models.

Alexandre Duval, Thomas Lamson, Gael de Leseleuc de Kerouara, Matthias Gallé

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

2020

Monolingual Adapters for Zero-Shot Neural Machine Translation.

Jerin Philip, Alexandre Berard, Matthias Gallé, Laurent Besacier

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

A Multilingual Neural Machine Translation Model for Biomedical Data.

Alexandre Bérard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong Lucy Park, Matthias Gallé

Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

2019

Character-based NMT with Transformer.

Rohit Gupta, Laurent Besacier, Marc Dymetman, Matthias Gallé

CoRR, 2019

Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings.

Pierre Daix-Moreux, Matthias Gallé

Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing, 2019

Investigating the Effectiveness of BPE: The Power of Shorter Sequences.

Matthias Gallé

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

To Annotate or Not? Predicting Performance Drop under Domain Shift.

Hady ElSahar, Matthias Gallé

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

<i>xkcd</i>-repeats: A new taxonomy of repeats defined by their context diversity.

Matthias Gallé, Matías Tealdi

J. Discrete Algorithms, 2018

2017

Enriching how-to guides with actionable phrases and linked data.

Nikolaos Lagos, Matthias Gallé, Alexandr Chernov, Ágnes Sándor

Web Intell., 2017

Context-aware selection of multi-modal conversational fillers in human-robot dialogues.

Matthias Gallé, Ekaterina Kynev, Nicolas Monet, Christophe Legras

Proceedings of the 26th IEEE International Symposium on Robot and Human Interactive Communication, 2017

Robots as Conversational Mediators.

Ekaterina Kynev, Nicolas Monet, Christophe Legras, Matthias Gallé

Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, 2017

A Maximum Matching Algorithm for Basis Selection in Spectral Learning.

Ariadna Quattoni, Xavier Carreras, Matthias Gallé

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Discriminating between similar languages in Twitter using label propagation.

Will Radford, Matthias Gallé

CoRR, 2016

Joint Event Detection and Entity Resolution: a Virtuous Cycle.

Matthias Gallé, Jean-Michel Renders, Guillaume Jacquet

CoRR, 2016

Multi-view pattern matching.

Matthias Gallé

CoRR, 2016

Enriching How-to Guides by Linking Actionable Phrases.

Alexandr Chernov, Nikolaos Lagos, Matthias Gallé, Ágnes Sándor

Proceedings of the 25th International Conference on World Wide Web, 2016

The Generalized Smallest Grammar Problem.

Payam Siyari, Matthias Gallé

Proceedings of the 13th International Conference on Grammatical Inference, 2016

2015

Review of: Algorithms on Strings by Maxime Crochemore, Christophe Hancart and Thierry Lecroq.

Matthias Gallé

SIGACT News, 2015

"Roles for the Boys?": Mining Cast Lists for Gender and Role Distributions over Time.

Will Radford, Matthias Gallé

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Reconstructing Textual Documents from n-grams.

Matthias Gallé, Matías Tealdi

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014

Review of bayesian reasoning and machine learning by David Barber.

Matthias Gallé

SIGACT News, 2014

On Context-Diverse Repeats and Their Incremental Computation.

Matthias Gallé, Matías Tealdi

Proceedings of the Language and Automata Theory and Applications, 2014

Boilerplate Detection and Recoding.

Matthias Gallé, Jean-Michel Renders

Proceedings of the Advances in Information Retrieval, 2014

2013

Review of grammatical inference: learning automata and grammars by Colin de la Higuera.

Matthias Gallé

SIGACT News, 2013

Who broke the news?: an analysis on first reports of news events.

Matthias Gallé, Jean-Michel Renders, Eric Karstens

Proceedings of the 22nd International World Wide Web Conference, 2013

The bag-of-repeats representation of documents.

Matthias Gallé

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

2012

Searching for smallest grammars on large sequences and application to DNA.

Rafael Carrascosa, François Coste, Matthias Gallé, Gabriel G. Infante López

J. Discrete Algorithms, 2012

Full and Mini-batch Clustering of News Articles with Star-EM.

Matthias Gallé, Jean-Michel Renders

Proceedings of the Advances in Information Retrieval, 2012

2011

Searching for Compact Hierarchical Structures in DNA by means of the Smallest Grammar Problem.

Matthias Gallé

PhD thesis, 2011

The Smallest Grammar Problem as Constituents Choice and Minimal Grammar Parsing.

Rafael Carrascosa, François Coste, Matthias Gallé, Gabriel G. Infante López

Algorithms, 2011

2010

Choosing Word Occurrences for the Smallest Grammar Problem.

Rafael Carrascosa, François Coste, Matthias Gallé, Gabriel G. Infante López

Proceedings of the Language and Automata Theory and Applications, 2010

A New Tree Distance Metric for Structural Comparison of Sequences.

Matthias Gallé

Proceedings of the Structure Discovery in Biology: Motifs, Networks & Phylogenies, 06.06., 2010

2009

In-Place Update of Suffix Array while Recoding Words.

Matthias Gallé, Pierre Peterlongo, François Coste

Int. J. Found. Comput. Sci., 2009