| 2025 | ICLR | Commit0: Library Generation from Scratch. | Wenting Zhao, Nan Jiang, Celine Lee, Justin T. Chiu, Claire Cardie, Matthias Gall, Alexander M. Rush |
| 2025 | NAACL | Improving Reward Models with Synthetic Critiques. | Zihuiwen Ye, Fraser Greenlee-Scott, Max Bartolo, Phil Blunsom, Jon Ander Campos, Matthias Gall |
| 2024 | ACL | Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs. | Arash Ahmadian, Chris Cremer, Matthias Gall, Marzieh Fadaee, Julia Kreutzer, Olivier Pietquin, Ahmet stn, Sara Hooker |
| 2024 | ACL | LLMCrit: Teaching Large Language Models to Use Criteria. | Weizhe Yuan, Pengfei Liu, Matthias Gall |
| 2024 | EMNLP | 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 Gall |
| 2022 | NAACL | Speeding Up Entmax. | Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gall, Zhenisbek Assylbekov |
| 2021 | EACL | Breaking Writer's Block: Low-cost Fine-tuning of Natural Language Generation Models. | Alexandre Duval, Thomas Lamson, Gael de Leseleuc de Kerouara, Matthias Gall |
| 2021 | EACL | Self-Supervised and Controlled Multi-Document Opinion Summarization. | Hady Elsahar, Maximin Coavoux, Jos Rozen, Matthias Gall |
| 2021 | EMNLP | Multilingual Unsupervised Neural Machine Translation with Denoising Adapters. | Ahmet stn, Alexandre Berard, Laurent Besacier, Matthias Gall |
| 2020 | EMNLP | A Multilingual Neural Machine Translation Model for Biomedical Data. | Alexandre Brard, Zae Myung Kim, Vassilina Nikoulina, Eunjeong Lucy Park, Matthias Gall |
| 2020 | EMNLP | Monolingual Adapters for Zero-Shot Neural Machine Translation. | Jerin Philip, Alexandre Berard, Matthias Gall, Laurent Besacier |
| 2019 | EMNLP | To Annotate or Not? Predicting Performance Drop under Domain Shift. | Hady ElSahar, Matthias Gall |
| 2019 | EMNLP | Investigating the Effectiveness of BPE: The Power of Shorter Sequences. | Matthias Gall |
| 2017 | AISTATS | A Maximum Matching Algorithm for Basis Selection in Spectral Learning. | Ariadna Quattoni, Xavier Carreras, Matthias Gall |
| 2017 | HRI | Robots as Conversational Mediators. | Ekaterina Kynev, Nicolas Monet, Christophe Legras, Matthias Gall |
| 2017 | RO-MAN | Context-aware selection of multi-modal conversational fillers in human-robot dialogues. | Matthias Gall, Ekaterina Kynev, Nicolas Monet, Christophe Legras |
| 2016 | WWW | Enriching How-to Guides by Linking Actionable Phrases. | Alexandr Chernov, Nikolaos Lagos, Matthias Gall, gnes Sndor |
| 2015 | KDD | Reconstructing Textual Documents from n-grams. | Matthias Gall, Matas Tealdi |
| 2015 | WWW | "Roles for the Boys?": Mining Cast Lists for Gender and Role Distributions over Time. | Will Radford, Matthias Gall |
| 2014 | ECIR | Boilerplate Detection and Recoding. | Matthias Gall, Jean-Michel Renders |
| 2014 | LATA | On Context-Diverse Repeats and Their Incremental Computation. | Matthias Gall, Matas Tealdi |
| 2013 | WWW | Who broke the news?: an analysis on first reports of news events. | Matthias Gall, Jean-Michel Renders, Eric Karstens |
| 2013 | SIGIR | The bag-of-repeats representation of documents. | Matthias Gall |
| 2012 | ECIR | Full and Mini-batch Clustering of News Articles with Star-EM. | Matthias Gall, Jean-Michel Renders |
| 2010 | LATA | Choosing Word Occurrences for the Smallest Grammar Problem. | Rafael Carrascosa, Franois Coste, Matthias Gall, Gabriel G. Infante Lpez |