ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing. - Ganesh Jawahar; Benjamin Muller; Amal Fethi; Louis Martin; Éric Villemonte de la Clergerie; Benoît Sagot; Djamé Seddah (CoNLL Shared Task (2), 2018)

Enhancing BERT for Lexical Normalization. - Benjamin Muller; Benoît Sagot; Djamé Seddah (W-NUT@EMNLP, 2019)

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

Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell. - Djamé Seddah; Farah Essaidi; Amal Fethi; Matthieu Futeral; Benjamin Muller; Pedro Javier Ortiz Suárez; Benoît Sagot; Abhishek Srivastava (ACL, 2020)

Establishing a New State-of-the-Art for French Named Entity Recognition. - Pedro Javier Ortiz Suárez; Yoann Dupont; Benjamin Muller; Laurent Romary; Benoît Sagot (LREC, 2020)

Les modèles de langue contextuels Camembert pour le français : impact de la taille et de l'hétérogénéité des données d'entrainement (C AMEM BERT Contextual Language Models for French: Impact of Training Data Size and Heterogeneity ). - Louis Martin; Benjamin Muller; Pedro Javier Ortiz Suárez; Yoann Dupont; Laurent Romary; Éric Villemonte de la Clergerie; Benoît Sagot; Djamé Seddah (JEP-TALN-RECITAL (2), 2020)

Can Multilingual Language Models Transfer to an Unseen Dialect? A Case Study on North African Arabizi. - Benjamin Muller; Benoît Sagot; Djamé Seddah (CoRR, 2020)

First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT. - Benjamin Muller; Yanai Elazar; Benoît Sagot; Djamé Seddah (EACL, 2021)

When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models. - Benjamin Muller; Antonios Anastasopoulos; Benoît Sagot; Djamé Seddah (NAACL-HLT, 2021)

Cross-Lingual GenQA: A Language-Agnostic Generative Question Answering Approach for Open-Domain Question Answering. - Benjamin Muller; Luca Soldaini; Rik Koncel-Kedziorski; Eric Lind; Alessandro Moschitti (CoRR, 2021)

Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation. - Benjamin Muller; Luca Soldaini; Rik Koncel-Kedziorski; Eric Lind; Alessandro Moschitti (AACL/IJCNLP (1), 2022)

Quand être absent de mBERT n'est que le commencement : Gérer de nouvelles langues à l'aide de modèles de langues multilingues (When Being Unseen from mBERT is just the Beginning : Handling New Languages With Multilingual Language Models). - Benjamin Muller; Antonios Anastasopoulos; Benoît Sagot; Djamé Seddah (TALN-RECITAL, 2022)

Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer. - Benjamin Muller; Deepanshu Gupta; Jean-Philippe Fauconnier; Siddharth Patwardhan; David Vandyke; Sachin Agarwal 007 (TL4NLP, 2022)

Inria-ALMAnaCH at WMT 2022: Does Transcription Help Cross-Script Machine Translation? - Jesujoba Alabi; Lydia Nishimwe; Benjamin Muller; Camille Rey; Benoît Sagot; Rachel Bawden (WMT, 2022)

How Can We Make Language Models Better at Handling the Diversity and Variability of Natural Languages ? (Comment rendre les modèles de langue meilleurs face à la grande diversité et variabilité des langues ?). - Benjamin Muller (2022)

In What Languages are Generative Language Models the Most Formal? Analyzing Formality Distribution across Languages. - Asim Ersoy; Gerson Vizcarra; Tasmiah Tahsin Mayeesha; Benjamin Muller (EMNLP (Findings), 2023)

Evaluating and Modeling Attribution for Cross-Lingual Question Answering. - Benjamin Muller; John Wieting; Jonathan H. Clark; Tom Kwiatkowski; Sebastian Ruder; Livio Soares; Roee Aharoni; Jonathan Herzig; Xinyi Wang 001 (EMNLP, 2023)

The Gender-GAP Pipeline: A Gender-Aware Polyglot Pipeline for Gender Characterisation in 55 Languages. - Benjamin Muller; Belen Alastruey; Prangthip Hansanti; Elahe Kalbassi; Christophe Ropers; Eric Michael Smith; Adina Williams; Luke Zettlemoyer; Pierre Andrews; Marta R. Costa-jussà (WMT, 2023)

Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning. - Lili Yu; Bowen Shi; Ramakanth Pasunuru; Benjamin Muller; Olga Golovneva; Tianlu Wang; Arun Babu; Binh Tang; Brian Karrer; Shelly Sheynin; Candace Ross; Adam Polyak; et al. (CoRR, 2023)

The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants. - Lucas Bandarkar; Davis Liang; Benjamin Muller; Mikel Artetxe; Satya Narayan Shukla; Donald Husa; Naman Goyal 001; Abhinandan Krishnan; Luke Zettlemoyer; Madian Khabsa (ACL (1), 2024)

SpiRit-LM: Interleaved Spoken and Written Language Model. - Tu Anh Nguyen; Benjamin Muller; Bokai Yu; Marta R. Costa-jussà; Maha Elbayad; Sravya Popuri; Paul-Ambroise Duquenne; Robin Algayres; Ruslan Mavlyutov; Itai Gat; Gabriel Synnaeve; Juan Pino 001; et al. (CoRR, 2024)

Byte Latent Transformer: Patches Scale Better Than Tokens. - Artidoro Pagnoni; Ramakanth Pasunuru; Pedro Rodríguez 001; John Nguyen; Benjamin Muller; Margaret Li; Chunting Zhou; Lili Yu; Jason E. Weston; Luke Zettlemoyer; Gargi Ghosh; Mike Lewis; et al. (ACL (1), 2025)

Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models. - Lucas Bandarkar; Benjamin Muller; Pritish Yuvraj; Rui Hou; Nayan Singhal; Hongjiang Lv; Bing Liu (ICLR, 2025)

The appification of borders: Data, migration and digitalization. - Can E. Mutlu; Philippe M. Frowd; Benjamin Muller (Big Data Soc., 2025)