Morphology Based Automatic Acquisition of Large-coverage Lexica. - Lionel Clément; Benoît Sagot; Bernard Lang (LREC, 2004)

Les Grammaires à Concaténation d'Intervalles (RCG) comme formalisme grammatical pour la linguistique. - Benoît Sagot; Pierre Boullier (TALN (Articles longs), 2004)

Coupling Grammar and Knowledge Base: Range Concatenation Grammars and Description Logics. - Benoît Sagot; Adil El Ghali (TSD, 2004)

Efficient and Robust LFG Parsing: SxLFG. - Pierre Boullier; Benoît Sagot (IWPT, 2005)

Linguistic Facts as Predicates over Ranges of the Sentence. - Benoît Sagot (LACL, 2005)

Chaînes de traitement syntaxique. - Pierre Boullier; Lionel Clément; Benoît Sagot; Éric Villemonte de la Clergerie (TALN (Articles longs), 2005)

Un analyseur LFG efficace pour le français : SXLFG. - Pierre Boullier; Benoît Sagot; Lionel Clément (TALN (Articles courts), 2005)

Les Méta-RCG: description et mise en oeuvre. - Benoît Sagot (TALN (Articles courts), 2005)

Automatic Acquisition of a Slovak Lexicon from a Raw Corpus. - Benoît Sagot (TSD, 2005)

Error Mining in Parsing Results. - Benoît Sagot; Éric Villemonte de la Clergerie (ACL, 2006)

Deep non-probabilistic parsing of large corpora. - Benoît Sagot; Pierre Boullier (LREC, 2006)

The Lefff 2 syntactic lexicon for French: architecture, acquisition, use. - Benoît Sagot; Lionel Clément; Éric Villemonte de la Clergerie; Pierre Boullier (LREC, 2006)

Modeling and Analysis of Elliptic Coordination by Dynamic Exploitation of Derivation Forests in LTAG Parsing. - Djamé Seddah; Benoît Sagot (TAG, 2006)

Trouver le coupable : Fouille d'erreurs sur des sorties d'analyseurs syntaxiques. - Benoît Sagot; Éric Villemonte de la Clergerie (TALN (Articles longs), 2006)

Modélisation et analyse des coordinations elliptiques par l'exploitation dynamique des forêts de dérivation. - Djamé Seddah; Benoît Sagot (TALN (Posters), 2006)

Are Very Large Context-Free Grammars Tractable? - Pierre Boullier; Benoît Sagot (IWPT, 2007)

Mining Parsing Results for Lexical Correction: Toward a Complete Correction Process of Wide-Coverage Lexicons. - Lionel Nicolas; Benoît Sagot; Miguel A. Molinero; Jacques Farré; Éric Villemonte de la Clergerie (LTC, 2007)

Building a Morphosyntactic Lexicon and a Pre-syntactic Processing Chain for Polish. - Benoît Sagot (LTC, 2007)

Comparaison du Lexique-Grammaire des verbes pleins et de DICOVALENCE : vers une intégration dans le Lefff. - Laurence Danlos; Benoît Sagot (TALN (Articles longs), 2007)

Computer Aided Correction and Extension of a Syntactic Wide-Coverage Lexicon. - Lionel Nicolas; Benoît Sagot; Miguel A. Molinero; Jacques Farré; Éric Villemonte de la Clergerie (COLING, 2008)

Construction d'un wordnet libre du français à partir de ressources multilingues. - Benoît Sagot; Darja Fiser (TALN (Articles longs), 2008)

Combining Multiple Resources to Build Reliable Wordnets. - Darja Fiser; Benoît Sagot (TSD, 2008)

Extensión y corrección semi-automática de léxicos morfo-sintácticos. - Lionel Nicolas; Benoît Sagot; Miguel A. Molinero; Jacques Farré; Éric de la Clergerie (Proces. del Leng. Natural, 2008)

S XPipe 2: an architecture for surface preprocessing of raw corpora. - Benoît Sagot; Pierre Boullier (Trait. Autom. des Langues, 2008)

Error Mining on Syntactic Parser Output. - Benoît Sagot; Éric Villemonte de la Clergerie (Trait. Autom. des Langues, 2008)

Multi-Component Tree Insertion Grammars. - Pierre Boullier; Benoît Sagot (FG, 2009)

Constructing parse forests that include exactly the n-best PCFG trees. - Pierre Boullier; Alexis Nasr; Benoît Sagot (IWPT, 2009)

Parsing Directed Acyclic Graphs with Range Concatenation Grammars. - Pierre Boullier; Benoît Sagot (IWPT, 2009)

Extracting and Visualizing Quotations from News Wires. - Éric Villemonte de la Clergerie; Benoît Sagot; Rosa Stern; Pascal Denis; Gaëlle Recourcé; Victor Mignot (LTC, 2009)

Using Lexicon-Grammar Tables for French Verbs in a Large-Coverage Parser. - Elsa Tolone; Benoît Sagot (LTC, 2009)

MICA: A Probabilistic Dependency Parser Based on Tree Insertion Grammars (Application Note). - Srinivas Bangalore; Pierre Boullier; Alexis Nasr; Owen Rambow; Benoît Sagot (HLT-NAACL (Short Papers), 2009)

Building a morphological and syntactic lexicon by merging various linguistic resources. - Miguel A. Molinero; Benoît Sagot; Lionel Nicolas (NODALIDA, 2009)

Coupling an Annotated Corpus and a Morphosyntactic Lexicon for State-of-the-Art POS Tagging with Less Human Effort. - Pascal Denis; Benoît Sagot (PACLIC, 2009)

A Morphological and Syntactic Wide-coverage Lexicon for Spanish: The Leffe. - Miguel A. Molinero; Benoît Sagot; Lionel Nicolas (RANLP, 2009)

Towards Efficient Production of Linguistic Resources: the Victoria Project. - Lionel Nicolas; Miguel A. Molinero; Benoît Sagot; Elena Sánchez Trigo; Éric Villemonte de la Clergerie; Miguel Angel Alonso Pardo; Jacques Farré; Joan Miquel-Verges (RANLP, 2009)

Trouver et confondre les coupables : un processus sophistiqué de correction de lexique. - Lionel Nicolas; Benoît Sagot; Miguel A. Molinero; Jacques Farré; Éric Villemonte de la Clergerie (TALN (Articles longs), 2009)

Intégrer les tables du Lexique-Grammaire à un analyseur syntaxique robuste à grande échelle. - Benoît Sagot; Elsa Tolone (TALN (Articles courts), 2009)

Construcción y extensión de un léxico morfológico y sintáctico para el español: el Leffe. - Miguel A. Molinero; Benoît Sagot; Lionel Nicolas (Proces. del Leng. Natural, 2009)

Producción eficiente de recursos lingüísticos: proyecto Victoria. - Lionel Nicolas; Miguel A. Molinero; Benoît Sagot; Elena Sánchez Trigo; Éric Villemonte de la Clergerie; Miguel Angel Alonso Pardo; Jacques Farré; Joan Miquel-Verges (Proces. del Leng. Natural, 2009)

Are Very Large Context-Free Grammars Tractable? - Pierre Boullier; Benoît Sagot (Trends in Parsing Technology, 2010)

Optimal Rank Reduction for Linear Context-Free Rewriting Systems with Fan-Out Two. - Benoît Sagot; Giorgio Satta (ACL, 2010)

Influence of Pre-Annotation on POS-Tagged Corpus Development. - Karën Fort; Benoît Sagot (Linguistic Annotation Workshop, 2010)

The Lefff, a Freely Available and Large-coverage Morphological and Syntactic Lexicon for French. - Benoît Sagot (LREC, 2010)

A Lexicon of French Quotation Verbs for Automatic Quotation Extraction. - Benoît Sagot; Laurence Danlos; Rosa Stern (LREC, 2010)

A Morphological Lexicon for the Persian Language. - Benoît Sagot; Géraldine Walther (LREC, 2010)

Control Verb, Argument Cluster Coordination and Multi Component TAG. - Djamé Seddah; Benoît Sagot; Laurence Danlos (TAG, 2010)

Traitement des inconnus : une approche systématique de l'incomplétude lexicale. - Helena Blancafort; Gaëlle Recourcé; Javier Couto; Benoît Sagot; Rosa Stern; Denis Teyssou (TALN (Articles courts), 2010)

Ponctuations fortes abusives. - Laurence Danlos; Benoît Sagot (TALN (Articles courts), 2010)

Exploitation d'une ressource lexicale pour la construction d'un étiqueteur morpho-syntaxique état-de-l'art du français. - Pascal Denis; Benoît Sagot (TALN (Articles longs), 2010)

Développement de ressources pour le persan: lexique morphologique et chaîne de traitements de surface. - Benoît Sagot; Géraldine Walther (TALN (Articles longs), 2010)

Détection et résolution d'entités nommées dans des dépêches d'agence. - Rosa Stern; Benoît Sagot (TALN (Articles courts), 2010)

Data Driven Lemmatization and Parsing of Italian. - Djamé Seddah; Joseph Le Roux; Benoît Sagot (EVALITA, 2011)

Crowdsourcing for Language Resource Development: Criticisms About Amazon Mechanical Turk Overpowering Use. - Karën Fort; Gilles Adda; Benoît Sagot; Joseph Mariani; Alain Couillault (LTC, 2011)

Classification-Based Extension of Wordnets from Heterogeneous Resources. - Benoît Sagot; Darja Fiser (LTC, 2011)

Non-canonical Inflection: Data, Formalisation and Complexity Measures. - Benoît Sagot; Géraldine Walther (SFCM, 2011)

Coopération de méthodes statistiques et symboliques pour l'adaptation non-supervisée d'un système d'étiquetage en entités nommées (Statistical and symbolic methods cooperation for the unsupervised adaptation of a named entity recognition system). - Frédéric Béchet; Benoît Sagot; Rosa Stern (TALN (Articles courts), 2011)

Segmentation et induction de lexique non-supervisées du mandarin (Unsupervised segmentation and induction of mandarin lexicon). - Pierre Magistry; Benoît Sagot (TALN (Articles longs), 2011)

Un turc mécanique pour les ressources linguistiques : critique de la myriadisation du travail parcellisé (Mechanical Turk for linguistic resources: review of the crowdsourcing of parceled work). - Benoît Sagot; Karën Fort; Gilles Adda; Joseph Mariani; Bernard Lang (TALN (Articles longs), 2011)

Développement de ressources pour le persan : PerLex 2, nouveau lexique morphologique et MEltfa, étiqueteur morphosyntaxique (Development of resources for Persian: PerLex 2, a new morphological lexicon and MEltfa, a morphosyntactic tagger). - Benoît Sagot; Géraldine Walther; Pegah Faghiri; Pollet Samvelian (TALN (Articles courts), 2011)

Construction d'un lexique des adjectifs dénominaux (Construction of a lexicon of denominal adjectives). - Jana Strnadová; Benoît Sagot (TALN (Articles courts), 2011)

Évaluation de lexiques syntaxiques par leur intégartion dans l'analyseur syntaxiques FRMG - Elsa Tolone; Éric Villemonte de la Clergerie; Benoît Sagot (CoRR, 2011)

Modeling and implementing non canonical morphological phenomena. - Géraldine Walther; Benoît Sagot (Trait. Autom. des Langues, 2011)

Statistical Parsing of Spanish and Data Driven Lemmatization. - Joseph Le Roux; Benoît Sagot; Djamé Seddah (SPMRL@ACL 2012, 2012)

Unsupervized Word Segmentation: the Case for Mandarin Chinese. - Pierre Magistry; Benoît Sagot (ACL (2), 2012)

The French Social Media Bank: a Treebank of Noisy User Generated Content. - Djamé Seddah; Benoît Sagot; Marie Candito; Virginie Mouilleron; Vanessa Combet (COLING, 2012)

Applying cross-lingual WSD to wordnet development. - Marianna Apidianaki; Benoît Sagot (LREC, 2012)

Boosting the Coverage of a Semantic Lexicon by Automatically Extracted Event Nominalizations. - Kata Gábor; Marianna Apidianaki; Benoît Sagot; Éric Villemonte de la Clergerie (LREC, 2012)

Wordnet extension made simple: A multilingual lexicon-based approach using wiki resources. - Valérie Hanoka; Benoît Sagot (LREC, 2012)

Cleaning noisy wordnets. - Benoît Sagot; Darja Fiser (LREC, 2012)

Aleda, a free large-scale entity database for French. - Benoît Sagot; Rosa Stern (LREC, 2012)

Evaluating and improving syntactic lexica by plugging them within a parser. - Elsa Tolone; Benoît Sagot; Éric Villemonte de la Clergerie (LREC, 2012)

Population of a Knowledge Base for News Metadata from Unstructured Text and Web Data. - Rosa Stern; Benoît Sagot (AKBC-WEKEX@NAACL-HLT, 2012)

TCOF-POS : un corpus libre de français parlé annoté en morphosyntaxe (TCOF-POS : A Freely Available POS-Tagged Corpus of Spoken French) [in French]. - Christophe Benzitoun; Karën Fort; Benoît Sagot (JEP-TALN-RECITAL, 2012)

Annotation référentielle du Corpus Arboré de Paris 7 en entités nommées (Referential named entity annotation of the Paris 7 French TreeBank) [in French]. - Benoît Sagot; Marion Richard; Rosa Stern (JEP-TALN-RECITAL, 2012)

Coupling an annotated corpus and a lexicon for state-of-the-art POS tagging. - Pascal Denis; Benoît Sagot (Lang. Resour. Evaluation, 2012)

Can MDL Improve Unsupervised Chinese Word Segmentation? - Pierre Magistry; Benoît Sagot (SIGHAN@IJCNLP, 2013)

Enforcing Subcategorization Constraints in a Parser Using Sub-parses Recombining. - Seyed Abolghasem Mirroshandel; Alexis Nasr; Benoît Sagot (HLT-NAACL, 2013)

Implementing a Formal Model of Inflectional Morphology. - Benoît Sagot; Géraldine Walther (SFCM, 2013)

Dynamic extension of a French morphological lexicon based a text stream (Extension dynamique de lexiques morphologiques pour le français à partir d'un flux textuel) [in French]. - Benoît Sagot; Damien Nouvel; Virginie Mouilleron; Marion Baranes (TALN (1), 2013)

Automated Error Detection in Digitized Cultural Heritage Documents. - Kata Gábor; Benoît Sagot (LaTeCH@EACL, 2014)

A Language-independent Approach to Extracting Derivational Relations from an Inflectional Lexicon. - Marion Baranes; Benoît Sagot (LREC, 2014)

Developing a French FrameNet: Methodology and First results. - Marie Candito; Pascal Amsili; Lucie Barque; Farah Benamara; Gaël de Chalendar; Marianne Djemaa; Pauline Haas; Richard Huyghe; Yvette Yannick Mathieu; Philippe Muller; Benoît Sagot; Laure Vieu (LREC, 2014)

An Open-Source Heavily Multilingual Translation Graph Extracted from Wiktionaries and Parallel Corpora. - Valérie Hanoka; Benoît Sagot (LREC, 2014)

DeLex, a freely-avaible, large-scale and linguistically grounded morphological lexicon for German. - Benoît Sagot (LREC, 2014)

A language-independent and fully unsupervised approach to lexicon induction and part-of-speech tagging for closely related languages. - Yves Scherrer; Benoît Sagot (LREC, 2014)

Analogy-based Text Normalization : the case of unknowns words (Normalisation de textes par analogie: le cas des mots inconnus) [in French]. - Marion Baranes; Benoît Sagot (TALN (1), 2014)

Sub-categorization in 'pour' and lexical syntax (Sous-catégorisation en pour et syntaxe lexicale) [in French]. - Benoît Sagot; Laurence Danlos; Margot Colinet (TALN (2), 2014)

Named Entity Recognition and Correction in OCRized Corpora (Détection et correction automatique d'entités nommées dans des corpus OCRisés) [in French]. - Benoît Sagot; Kata Gábor (TALN (2), 2014)

The CoMeRe corpus for French: structuring and annotating heterogeneous CMC genres. - Thierry Chanier; Céline Poudat; Benoît Sagot; Georges Antoniadis; Ciara Wigham; Linda Hriba; Julien Longhi; Djamé Seddah (J. Lang. Technol. Comput. Linguistics, 2014)

Data-driven synset induction and disambiguation for wordnet development. - Marianna Apidianaki; Benoît Sagot (Lang. Resour. Evaluation, 2014)

Constructing a poor man's wordnet in a resource-rich world. - Darja Fiser; Benoît Sagot (Lang. Resour. Evaluation, 2015)

From Noisy Questions to Minecraft Texts: Annotation Challenges in Extreme Syntax Scenario. - Héctor Martínez Alonso; Djamé Seddah; Benoît Sagot (NUT@COLING, 2016)

Étiquetage multilingue en parties du discours avec MElt (Multilingual part-of-speech tagging with MElt). - Benoît Sagot (JEP-TALN-RECITAL (Posters), 2016)

External Lexical Information for Multilingual Part-of-Speech Tagging. - Benoît Sagot (CoRR, 2016)

Annotating omission in statement pairs. - Héctor Martínez Alonso; Amaury Delamaire; Benoît Sagot (LAW@ACL, 2017)

The ParisNLP entry at the ConLL UD Shared Task 2017: A Tale of a #ParsingTragedy. - Éric Villemonte de la Clergerie; Benoît Sagot; Djamé Seddah (CoNLL Shared Task (2), 2017)

Improving neural tagging with lexical information. - Benoît Sagot; Héctor Martínez Alonso (IWPT, 2017)

Speeding up corpus development for linguistic research: language documentation and acquisition in Romansh Tuatschin. - Géraldine Walther; Benoît Sagot (LaTeCH@ACL, 2017)

Construction automatique d'une base de données étymologiques à partir du wiktionary (Automatic construction of an etymological database using Wiktionary). - Benoît Sagot (TALN, 2017)

Inferring Inflection Classes with Description Length. - Sacha Beniamine; Olivier Bonami; Benoît Sagot (J. Lang. Model., 2017)

Informatiser le lexique - Modélisation, développement et exploitation de lexiques morphologiques, syntaxiques et sémantiques. (Computerising the lexicon - Modelling, development and use of morphological, syntactic and semantic lexicons). - Benoît Sagot (2018)

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)

CoNLL-UL: Universal Morphological Lattices for Universal Dependency Parsing. - Amir More; Özlem Çetinoglu; Çagri Çöltekin; Nizar Habash; Benoît Sagot; Djamé Seddah; Dima Taji; Reut Tsarfaty (LREC, 2018)

A multilingual collection of CoNLL-U-compatible morphological lexicons. - Benoît Sagot (LREC, 2018)

Cheating a Parser to Death: Data-driven Cross-Treebank Annotation Transfer. - Djamé Seddah; Éric Villemonte de la Clergerie; Benoît Sagot; Héctor Martínez Alonso; Marie Candito (LREC, 2018)

What Does BERT Learn about the Structure of Language? - Ganesh Jawahar; Benoît Sagot; Djamé Seddah (ACL (1), 2019)

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

Développement d'un lexique morphologique et syntaxique de l'ancien français (Development of a morphological and syntactic lexicon of Old French). - Benoît Sagot (PFIA (Articles courts), 2019)

Reference-less Quality Estimation of Text Simplification Systems. - Louis Martin; Samuel Humeau 001; Pierre-Emmanuel Mazaré; Antoine Bordes; Éric Villemonte de la Clergerie; Benoît Sagot (CoRR, 2019)

Modeling German Verb Argument Structures: LSTMs vs. Humans. - Charlotte Rochereau; Benoît Sagot; Emmanuel Dupoux (CoRR, 2019)

ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations. - Fernando Alva-Manchego; Louis Martin; Antoine Bordes; Carolina Scarton; Benoît Sagot; Lucia Specia (ACL, 2020)

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)

A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages. - Pedro Javier Ortiz Suárez; Laurent Romary; Benoît Sagot (ACL, 2020)

Evaluating the Reliability of Acoustic Speech Embeddings. - Robin Algayres; Mohamed Salah Zaïem; Benoît Sagot; Emmanuel Dupoux (INTERSPEECH, 2020)

Methodological Aspects of Developing and Managing an Etymological Lexical Resource: Introducing EtymDB-2.0. - Clémentine Fourrier; Benoît Sagot (LREC, 2020)

OFrLex: A Computational Morphological and Syntactic Lexicon for Old French. - Gaël Guibon; Benoît Sagot (LREC, 2020)

Controllable Sentence Simplification. - Louis Martin; Éric de la Clergerie; Benoît Sagot; Antoine Bordes (LREC, 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)

Multilingual Unsupervised Sentence Simplification. - Louis Martin; Angela Fan; Éric de la Clergerie; Antoine Bordes; Benoît Sagot (CoRR, 2020)

Can Cognate Prediction Be Modelled as a Low-Resource Machine Translation Task? - Clémentine Fourrier; Rachel Bawden; Benoît Sagot (ACL/IJCNLP (Findings), 2021)

Can Character-based Language Models Improve Downstream Task Performances In Low-Resource And Noisy Language Scenarios? - Arij Riabi; Benoît Sagot; Djamé Seddah (W-NUT, 2021)

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

Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering. - Arij Riabi; Thomas Scialom; Rachel Keraron; Benoît Sagot; Djamé Seddah; Jacopo Staiano (EMNLP (1), 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)

Rethinking Automatic Evaluation in Sentence Simplification. - Thomas Scialom; Louis Martin; Jacopo Staiano; Éric Villemonte de la Clergerie; Benoît Sagot (CoRR, 2021)

Can Character-based Language Models Improve Downstream Task Performance in Low-Resource and Noisy Language Scenarios? - Arij Riabi; Benoît Sagot; Djamé Seddah (CoRR, 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)

Mapping Urban Air Quality from Mobile Sensors Using Spatio-Temporal Geostatistics. - Yacine Mohamed Idir; Olivier Orfila; Vincent Judalet; Benoît Sagot; Patrice Chatellier (Sensors, 2021)

Probing Multilingual Cognate Prediction Models. - Clémentine Fourrier; Benoît Sagot (ACL (Findings), 2022)

T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation. - Paul-Ambroise Duquenne; Hongyu Gong; Benoît Sagot; Holger Schwenk (EMNLP, 2022)

MANTa: Efficient Gradient-Based Tokenization for End-to-End Robust Language Modeling. - Nathan Godey; Roman Castagné; Éric de la Clergerie; Benoît Sagot (EMNLP (Findings), 2022)

Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning. - Robin Algayres; Adel Nabli; Benoît Sagot; Emmanuel Dupoux (INTERSPEECH, 2022)

Towards a Cleaner Document-Oriented Multilingual Crawled Corpus. - Julien Abadji; Pedro Javier Ortiz Suárez; Laurent Romary; Benoît Sagot (LREC, 2022)

Automatic Normalisation of Early Modern French. - Rachel Bawden; Jonathan Poinhos; Eleni Kogkitsidou; Philippe Gambette; Benoît Sagot; Simon Gabay (LREC, 2022)

Complex Labelling and Similarity Prediction in Legal Texts: Automatic Analysis of France's Court of Cassation Rulings. - Thibault Charmet; Inès Cherichi; Matthieu Allain; Urszula Czerwinska; Amaury Fouret; Benoît Sagot; Rachel Bawden (LREC, 2022)

From FreEM to D'AlemBERT: a Large Corpus and a Language Model for Early Modern French. - Simon Gabay; Pedro Ortiz Suarez; Alexandre Bartz; Alix Chagué; Rachel Bawden; Philippe Gambette; Benoît Sagot (LREC, 2022)

BERTrade: Using Contextual Embeddings to Parse Old French. - Loïc Grobol; Mathilde Regnault; Pedro Javier Ortiz Suárez; Benoît Sagot; Laurent Romary; Benoît Crabbé (LREC, 2022)

MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases. - Louis Martin; Angela Fan; Éric de la Clergerie; Antoine Bordes; Benoît Sagot (LREC, 2022)

Le projet FREEM : ressources, outils et enjeux pour l'étude du français d'Ancien Régime (The F RE EM project: Resources, tools and challenges for the study of Ancien Régime French). - Simon Gabay; Pedro Javier Ortiz Suárez; Rachel Bawden; Alexandre Bartz; Philippe Gambette; Benoît Sagot (TALN-RECITAL, 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)

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)

MaskEval: Weighted MLM-Based Evaluation for Text Summarization and Simplification. - Yu Lu Liu; Rachel Bawden; Thomas Scaliom; Benoît Sagot; Jackie Chi Kit Cheung (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; et al. (CoRR, 2022)

MANTa: Efficient Gradient-Based Tokenization for Robust End-to-End Language Modeling. - Nathan Godey; Roman Castagné; Éric de la Clergerie; Benoît Sagot (CoRR, 2022)

Are Discrete Units Necessary for Spoken Language Modeling? - Tu Anh Nguyen; Benoît Sagot; Emmanuel Dupoux (IEEE J. Sel. Top. Signal Process., 2022)

DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon. - Robin Algayres; Tristan Ricoul; Julien Karadayi; Hugo Laurençon; Mohamed Salah Zaïem; Abdelrahman Mohamed; Benoît Sagot; Emmanuel Dupoux (Trans. Assoc. Comput. Linguistics, 2022)

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. - Julia Kreutzer; Isaac Caswell; Lisa Wang; Ahsan Wahab; Daan van Esch; Nasanbayar Ulzii-Orshikh; Allahsera Tapo; Nishant Subramani; Artem Sokolov; Claytone Sikasote; Monang Setyawan; Supheakmungkol Sarin; et al. (Trans. Assoc. Comput. Linguistics, 2022)

Data-Efficient French Language Modeling with CamemBERTa. - Wissam Antoun; Benoît Sagot; Djamé Seddah (ACL (Findings), 2023)

SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations. - Paul-Ambroise Duquenne; Hongyu Gong; Ning Dong; Jingfei Du; Ann Lee 001; Vedanuj Goswami; Changhan Wang; Juan Pino 001; Benoît Sagot; Holger Schwenk (ACL (1), 2023)

Tackling Ambiguity with Images: Improved Multimodal Machine Translation and Contrastive Evaluation. - Matthieu Futeral; Cordelia Schmid; Ivan Laptev; Benoît Sagot; Rachel Bawden (ACL (1), 2023)

Generative Spoken Language Model based on continuous word-sized audio tokens. - Robin Algayres; Yossi Adi; Tu Anh Nguyen; Jade Copet; Gabriel Synnaeve; Benoît Sagot; Emmanuel Dupoux (EMNLP, 2023)

XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words. - Robin Algayres; Pablo Diego-Simon; Benoît Sagot; Emmanuel Dupoux (EMNLP (Findings), 2023)

Neural Agents Struggle to Take Turns in Bidirectional Emergent Communication. - Valentin Taillandier; Dieuwke Hupkes; Benoît Sagot; Emmanuel Dupoux; Paul Michel (ICLR, 2023)

Modular Speech-to-Text Translation for Zero-Shot Cross-Modal Transfer. - Paul-Ambroise Duquenne; Holger Schwenk; Benoît Sagot (INTERSPEECH, 2023)

Towards a Robust Detection of Language Model-Generated Text: Is ChatGPT that easy to detect? - Wissam Antoun; Virginie Mouilleron; Benoît Sagot; Djamé Seddah (CORIA-TALN (1), 2023)

Cross-lingual Strategies for Low-resource Language Modeling: A Study on Five Indic Dialects. - Niyati Bafna; Cristina España-Bonet; Josef van Genabith; Benoît Sagot; Rachel Bawden (CORIA-TALN (1), 2023)

Exploring Data-Centric Strategies for French Patent Classification: A Baseline and Comparisons. - You Zuo; Benoît Sagot; Kim Gerdes; Houda Mouzoun; Samir Ghamri-Doudane (CORIA-TALN (1), 2023)

RoCS-MT: Robustness Challenge Set for Machine Translation. - Rachel Bawden; Benoît Sagot (WMT, 2023)

A Simple Method for Unsupervised Bilingual Lexicon Induction for Data-Imbalanced, Closely Related Language Pairs. - Niyati Bafna; Cristina España-Bonet; Josef van Genabith; Benoît Sagot; Rachel Bawden (CoRR, 2023)

Is Anisotropy Inherent to Transformers? - Nathan Godey; Éric de la Clergerie; Benoît Sagot (CoRR, 2023)

SONAR: Sentence-Level Multimodal and Language-Agnostic Representations. - Paul-Ambroise Duquenne; Holger Schwenk; Benoît Sagot (CoRR, 2023)

Generative Spoken Dialogue Language Modeling. - Tu Anh Nguyen; Eugene Kharitonov; Jade Copet; Yossi Adi; Wei-Ning Hsu; Ali Elkahky; Paden Tomasello; Robin Algayres; Benoît Sagot; Abdelrahman Mohamed; Emmanuel Dupoux (Trans. Assoc. Comput. Linguistics, 2023)

From Text to Source: Results in Detecting Large Language Model-Generated Content. - Wissam Antoun; Benoît Sagot; Djamé Seddah (LREC/COLING, 2024)

When Your Cousin Has the Right Connections: Unsupervised Bilingual Lexicon Induction for Related Data-Imbalanced Languages. - Niyati Bafna; Cristina España-Bonet; Josef van Genabith; Benoît Sagot; Rachel Bawden (LREC/COLING, 2024)

On the Scaling Laws of Geographical Representation in Language Models. - Nathan Godey; Éric de la Clergerie; Benoît Sagot (LREC/COLING, 2024)

Making Sentence Embeddings Robust to User-Generated Content. - Lydia Nishimwe; Benoît Sagot; Rachel Bawden (LREC/COLING, 2024)

Mieux comprendre les modèles de langue et les textes qu'ils produisent. - Benoît Sagot (CORIA, 2024)

Anisotropy Is Inherent to Self-Attention in Transformers. - Nathan Godey; Éric Villemonte de la Clergerie; Benoît Sagot (EACL (1), 2024)

Tree of Problems: Improving structured problem solving with compositionality. - Armel Zebaze; Benoît Sagot; Rachel Bawden (EMNLP, 2024)

Headless Language Models: Learning without Predicting with Contrastive Weight Tying. - Nathan Godey; Éric Villemonte de la Clergerie; Benoît Sagot (ICLR, 2024)

PatentEval: Understanding Errors in Patent Generation. - You Zuo; Kim Gerdes; Éric de la Clergerie; Benoît Sagot (NAACL-HLT, 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)

Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck. - Nathan Godey; Éric de la Clergerie; Benoît Sagot (CoRR, 2024)

Molyé: A Corpus-based Approach to Language Contact in Colonial France. - Rasul Dent; Juliette Janes; Thibault Clérice; Pedro Ortiz Suarez; Benoît Sagot (CoRR, 2024)

CamemBERT 2.0: A Smarter French Language Model Aged to Perfection. - Wissam Antoun; Francis Kulumba; Rian Touchent; Éric de la Clergerie; Benoît Sagot; Djamé Seddah (CoRR, 2024)

Diachronic Document Dataset for Semantic Layout Analysis. - Thibault Clérice; Juliette Janes; Hugo Scheithauer; Sarah Bénière; Florian Cafiero; Laurent Romary; Simon Gabay; Benoît Sagot (CoRR, 2024)

mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus. - Matthieu Futeral; Armel Randy Zebaze; Pedro Ortiz Suarez; Julien Abadji; Rémi Lacroix; Cordelia Schmid; Rachel Bawden; Benoît Sagot (ACL (Findings), 2025)

Towards Zero-Shot Multimodal Machine Translation. - Matthieu Futeral; Cordelia Schmid; Benoît Sagot; Rachel Bawden (NAACL (Findings), 2025)

In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation. - Armel Randy Zebaze; Benoît Sagot; Rachel Bawden (NAACL (Findings), 2025)

Q-Filters: Leveraging QK Geometry for Efficient KV Cache Compression. - Nathan Godey; Alessio Devoto; Yu Zhao 043; Simone Scardapane; Pasquale Minervini; Éric de la Clergerie; Benoît Sagot (CoRR, 2025)

Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation. - Armel Zebaze; Benoît Sagot; Rachel Bawden (CoRR, 2025)

KréyoLID From Language Identification Towards Language Mining. - Rasul Dent; Pedro Ortiz Suarez; Thibault Clérice; Benoît Sagot (CoRR, 2025)

Explicit Learning and the LLM in Machine Translation. - Malik Marmonier; Rachel Bawden; Benoît Sagot (CoRR, 2025)

BigO(Bench) - Can LLMs Generate Code with Controlled Time and Space Complexity? - Pierre Chambon; Baptiste Rozière; Benoît Sagot; Gabriel Synnaeve (CoRR, 2025)

ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance. - Wissam Antoun; Benoît Sagot; Djamé Seddah (CoRR, 2025)