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ORCIDBenjamin Muller
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- affiliation: Meta, NYC, USA
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2020 – today
- 2024
[c16]Lucas Bandarkar, Davis Liang, Benjamin Muller, Mikel Artetxe, Satya Narayan Shukla, Donald Husa, Naman Goyal, Abhinandan Krishnan, Luke Zettlemoyer, Madian Khabsa:
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants. ACL (1) 2024: 749-775- [i14]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, Benoît Sagot, Emmanuel Dupoux:
SpiRit-LM: Interleaved Spoken and Written Language Model. CoRR abs/2402.05755 (2024) - [i13]Lucas Bandarkar, Benjamin Muller, Pritish Yuvraj, Rui Hou, Nayan Singhal, Hongjiang Lv, Bing Liu:
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models. CoRR abs/2410.01335 (2024) - 2023
- [c15]Benjamin Muller, John Wieting, Jonathan H. Clark, Tom Kwiatkowski, Sebastian Ruder, Livio Soares, Roee Aharoni, Jonathan Herzig, Xinyi Wang:
Evaluating and Modeling Attribution for Cross-Lingual Question Answering. EMNLP 2023: 144-157 - [c14]Asim Ersoy, Gerson Vizcarra, Tasmiah Tahsin Mayeesha, Benjamin Muller:
In What Languages are Generative Language Models the Most Formal? Analyzing Formality Distribution across Languages. EMNLP (Findings) 2023: 2650-2666 - [c13]Benjamin Muller, Belen Alastruey, Prangthip Hansanti, Elahe Kalbassi, Christophe Ropers, Eric Michael Smith, Adina Williams, Luke Zettlemoyer, Pierre Andrews, Marta R. Costa-jussà:
The Gender-GAP Pipeline: A Gender-Aware Polyglot Pipeline for Gender Characterisation in 55 Languages. WMT 2023: 536-550 - [i12]Asim Ersoy, Gerson Vizcarra, Tasmiah Tahsin Mayeesha, Benjamin Muller:
In What Languages are Generative Language Models the Most Formal? Analyzing Formality Distribution across Languages. CoRR abs/2302.12299 (2023) - [i11]Benjamin Muller, John Wieting, Jonathan H. Clark, Tom Kwiatkowski, Sebastian Ruder, Livio Baldini Soares, Roee Aharoni, Jonathan Herzig, Xinyi Wang:
Evaluating and Modeling Attribution for Cross-Lingual Question Answering. CoRR abs/2305.14332 (2023) - [i10]Benjamin Muller, Belen Alastruey, Prangthip Hansanti, Elahe Kalbassi, Christophe Ropers, Eric Michael Smith, Adina Williams, Luke Zettlemoyer, Pierre Andrews, Marta R. Costa-jussà:
The Gender-GAP Pipeline: A Gender-Aware Polyglot Pipeline for Gender Characterisation in 55 Languages. CoRR abs/2308.16871 (2023) - [i9]Lucas Bandarkar, Davis Liang, Benjamin Muller, Mikel Artetxe, Satya Narayan Shukla, Donald Husa, Naman Goyal, Abhinandan Krishnan, Luke Zettlemoyer, Madian Khabsa:
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants. CoRR abs/2308.16884 (2023) - [i8]Lili Yu, Bowen Shi, Ramakanth Pasunuru, Benjamin Muller, Olga Golovneva, Tianlu Wang, Arun Babu, Binh Tang, Brian Karrer, Shelly Sheynin, Candace Ross, Adam Polyak, Russell Howes, Vasu Sharma, Puxin Xu, Hovhannes Tamoyan, Oron Ashual, Uriel Singer, Shang-Wen Li, Susan Zhang, Richard James, Gargi Ghosh, Yaniv Taigman, Maryam Fazel-Zarandi, Asli Celikyilmaz, Luke Zettlemoyer, Armen Aghajanyan:
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning. CoRR abs/2309.02591 (2023) - 2022
- [b1]Benjamin Muller:
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 ?). Sorbonne University, Paris, France, 2022 - [c12]Benjamin Muller, Luca Soldaini, Rik Koncel-Kedziorski, Eric Lind, Alessandro Moschitti:
Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation. AACL/IJCNLP (1) 2022: 337-353 - [c11]Benjamin Muller, Antonios Anastasopoulos, Benoît Sagot, Djamé Seddah:
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). TALN-RECITAL 2022: 450-451 - [c10]Benjamin Muller, Deepanshu Gupta, Jean-Philippe Fauconnier, Siddharth Patwardhan, David Vandyke, Sachin Agarwal:
Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer. TL4NLP 2022: 88-102 - [c9]Jesujoba Alabi, Lydia Nishimwe, Benjamin Muller, Camille Rey, Benoît Sagot, Rachel Bawden:
Inria-ALMAnaCH at WMT 2022: Does Transcription Help Cross-Script Machine Translation? WMT 2022: 233-243 - [i7]Benjamin Muller, Deepanshu Gupta, Siddharth Patwardhan, Jean-Philippe Fauconnier, David Vandyke, Sachin Agarwal:
Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer. CoRR abs/2212.01757 (2022) - 2021
- [c8]Benjamin Muller, Yanai Elazar, Benoît Sagot, Djamé Seddah:
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT. EACL 2021: 2214-2231 - [c7]Benjamin Muller, Antonios Anastasopoulos, Benoît Sagot, Djamé Seddah:
When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models. NAACL-HLT 2021: 448-462 - [i6]Benjamin Muller, Yanai Elazar, Benoît Sagot, Djamé Seddah:
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT. CoRR abs/2101.11109 (2021) - [i5]Benjamin Muller, Luca Soldaini, Rik Koncel-Kedziorski, Eric Lind, Alessandro Moschitti:
Cross-Lingual GenQA: A Language-Agnostic Generative Question Answering Approach for Open-Domain Question Answering. CoRR abs/2110.07150 (2021) - 2020
- [c6]Djamé Seddah, Farah Essaidi, Amal Fethi, Matthieu Futeral, Benjamin Muller, Pedro Javier Ortiz Suárez
, Benoît Sagot, Abhishek Srivastava:
Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell. ACL 2020: 1139-1150 - [c5]Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, Yoann Dupont, Laurent Romary, Éric de la Clergerie, Djamé Seddah, Benoît Sagot:
CamemBERT: a Tasty French Language Model. ACL 2020: 7203-7219 - [c4]Pedro Javier Ortiz Suárez, Yoann Dupont, Benjamin Muller, Laurent Romary, Benoît Sagot:
Establishing a New State-of-the-Art for French Named Entity Recognition. LREC 2020: 4631-4638 - [c3]Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, Yoann Dupont, Laurent Romary, Éric Villemonte de la Clergerie, Benoît Sagot, Djamé Seddah:
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 ). JEP-TALN-RECITAL (2) 2020: 54-65 - [i4]Benjamin Muller, Benoît Sagot, Djamé Seddah:
Can Multilingual Language Models Transfer to an Unseen Dialect? A Case Study on North African Arabizi. CoRR abs/2005.00318 (2020) - [i3]Pedro Javier Ortiz Suárez, Yoann Dupont, Benjamin Muller, Laurent Romary, Benoît Sagot:
Establishing a New State-of-the-Art for French Named Entity Recognition. CoRR abs/2005.13236 (2020) - [i2]Benjamin Muller, Antonis Anastasopoulos, Benoît Sagot, Djamé Seddah:
When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models. CoRR abs/2010.12858 (2020)
2010 – 2019
- 2019
- [c2]Benjamin Muller, Benoît Sagot, Djamé Seddah:
Enhancing BERT for Lexical Normalization. W-NUT@EMNLP 2019: 297-306 - [i1]Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, Yoann Dupont, Laurent Romary, Éric Villemonte de la Clergerie, Djamé Seddah, Benoît Sagot:
CamemBERT: a Tasty French Language Model. CoRR abs/1911.03894 (2019) - 2018
- [c1]Ganesh Jawahar, Benjamin Muller, Amal Fethi, Louis Martin, Éric Villemonte de la Clergerie, Benoît Sagot, Djamé Seddah:
ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing. CoNLL Shared Task (2) 2018: 223-237
Coauthor Index
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