Correcting asr outputs: Specific solutions to specific errors in French. - Richard Dufour; Yannick Estève (SLT, 2008)

From prepared speech to spontaneous speech recognition system: a comparative study applied to French language. - Richard Dufour (CSTST, 2008)

Local and global models for spontaneous speech segment detection and characterization. - Richard Dufour; Yannick Estève; Paul Deléglise; Frédéric Béchet (ASRU, 2009)

Unsupervised model adaptation on targeted speech segments for LVCSR system combination. - Richard Dufour; Fethi Bougares; Yannick Estève; Paul Deléglise (INTERSPEECH, 2010)

Semi-supervised part-of-speech tagging in speech applications. - Richard Dufour; Benoît Favre (INTERSPEECH, 2010)

A language-identification inspired method for spontaneous speech detection. - Mickael Rouvier; Richard Dufour; Georges Linarès; Yannick Estève (INTERSPEECH, 2010)

Automatic indexing of speech segments with spontaneity levels on large audio database. - Richard Dufour; Yannick Estève; Paul Deléglise (SSCS@MM, 2010)

Transcription automatique de la parole spontanée. (Automatic transcription of spontaneous speech). - Richard Dufour (2010)

Investigation of Spontaneous Speech Characterization Applied to Speaker Role Recognition. - Richard Dufour; Yannick Estève; Paul Deléglise (INTERSPEECH, 2011)

Automatic error region detection and characterization in LVCSR transcriptions of TV news shows. - Richard Dufour; Géraldine Damnati; Delphine Charlet (ICASSP, 2012)

Automatic transcription error recovery for Person Name Recognition. - Richard Dufour; Géraldine Damnati; Delphine Charlet; Frédéric Béchet (INTERSPEECH, 2012)

Détection et caractérisation des régions d'erreurs dans des transcriptions de contenus multimédia : application à la recherche des noms de personnes (Error region detection and characterization in transcriptions of multimedia documents : application to person name search) [in French]. - Richard Dufour; Géraldine Damnati; Delphine Charlet (JEP-TALN-RECITAL 2012, 2012)

Combinaison d'approches pour la reconnaissance du rôle des locuteurs (Combination of approaches for speaker role recognition) [in French]. - Richard Dufour; Antoine Laurent; Yannick Estève (JEP-TALN-RECITAL 2012, 2012)

Event detection from image hosting services by slightly-supervised multi-span context models. - Mohamed Morchid; Richard Dufour; Georges Linarès (CBMI, 2013)

LIA@RepLab 2013. - Jean-Valère Cossu; Benjamin Bigot; Ludovic Bonnefoy; Mohamed Morchid; Xavier Bost; Grégory Senay; Richard Dufour; Vincent Bouvier; Juan-Manuel Torres-Moreno; Marc El-Bèze (CLEF (Working Notes), 2013)

Person name recognition in ASR outputs using continuous context models. - Benjamin Bigot; Grégory Senay; Georges Linarès; Corinne Fredouille; Richard Dufour (ICASSP, 2013)

Combining acoustic name spotting and continuous context models to improve spoken person name recognition in speech. - Benjamin Bigot; Grégory Senay; Georges Linarès; Corinne Fredouille; Richard Dufour (INTERSPEECH, 2013)

PERCOLI: A Person Identification System for the 2013 REPERE Challenge. - Benoît Favre; Géraldine Damnati; Frédéric Béchet; Meriem Bendris; Delphine Charlet; Rémi Auguste; Stéphane Ayache; Benjamin Bigot; Alexandre Delteil; Richard Dufour; Corinne Fredouille; Georges Linarès; et al. (SLAM@INTERSPEECH, 2013)

Person name spotting by combining acoustic matching and LDA topic models. - Grégory Senay; Benjamin Bigot; Richard Dufour; Georges Linarès; Corinne Fredouille (INTERSPEECH, 2013)

LIA @ MediaEval 2013 Spoken Web Search Task: An I-Vector based Approach. - Mohamed Bouallegue; Grégory Senay; Mohamed Morchid; Driss Matrouf; Georges Linarès; Richard Dufour (MediaEval, 2013)

LIA @ MediaEval 2013 Crowdsourcing Task: Metadata or not Metadata? That is a Fashion Question. - Mohamed Morchid; Richard Dufour; Mohamed Bouallegue; Georges Linarès; Driss Matrouf (MediaEval, 2013)

LIA @ MediaEval 2013 MusiClef Task: A Combined Thematic and Acoustic Approach. - Mohamed Morchid; Richard Dufour; Mohamed Bouallegue; Georges Linarès; Driss Matrouf (MediaEval, 2013)

An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents. - Mohamed Morchid; Mohamed Bouallegue; Richard Dufour; Georges Linarès; Driss Matrouf; Renato de Mori (EMNLP, 2014)

Improving dialogue classification using a topic space representation and a Gaussian classifier based on the decision rule. - Mohamed Morchid; Richard Dufour; Pierre-Michel Bousquet; Mohamed Bouallegue; Georges Linarès; Renato De Mori (ICASSP, 2014)

Multimodal understanding for person recognition in video broadcasts. - Frédéric Béchet; Meriem Bendris; Delphine Charlet; Géraldine Damnati; Benoît Favre; Mickael Rouvier; Rémi Auguste; Benjamin Bigot; Richard Dufour; Corinne Fredouille; Georges Linarès; Jean Martinet; et al. (INTERSPEECH, 2014)

Subspace Gaussian mixture models for dialogues classification. - Mohamed Bouallegue; Mohamed Morchid; Richard Dufour; Driss Matrouf; Georges Linarès; Renato De Mori (INTERSPEECH, 2014)

Factor analysis based semantic variability compensation for automatic conversation representation. - Mohamed Bouallegue; Mohamed Morchid; Richard Dufour; Driss Matrouf; Georges Linarès; Renato De Mori (INTERSPEECH, 2014)

I-vector based representation of highly imperfect automatic transcriptions. - Mohamed Morchid; Mohamed Bouallegue; Richard Dufour; Georges Linarès; Driss Matrouf; Renato De Mori (INTERSPEECH, 2014)

Theme identification in human-human conversations with features from specific speaker type hidden spaces. - Mohamed Morchid; Richard Dufour; Mohamed Bouallegue; Georges Linarès; Renato De Mori (INTERSPEECH, 2014)

A Combined Thematic and Acoustic Approach for a Music Recommendation Service in TV Commercials. - Mohamed Morchid; Richard Dufour; Georges Linarès (ISMIR, 2014)

A topic-based approach for post-processing correction of automatic translations. - Mohamed Morchid; Stéphane Huet; Richard Dufour (IWSLT (Evaluation Campaign), 2014)

A LDA-based Topic Classification Approach from highly Imperfect Automatic Transcriptions. - Mohamed Morchid; Richard Dufour; Georges Linarès (LREC, 2014)

Characterizing and Predicting Bursty Events: The Buzz Case Study on Twitter. - Mohamed Morchid; Georges Linarès; Richard Dufour (LREC, 2014)

Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling. - Babak Loni; Jonathon S. Hare; Mihai Georgescu; Michael Riegler 001; Xiaofei Zhu; Mohamed Morchid; Richard Dufour; Martha A. Larson (CrowdMM, 2014)

Author-topic based representation of call-center conversations. - Mohamed Morchid; Richard Dufour; Mohamed Bouallegue; Georges Linarès (SLT, 2014)

SuMACC Project's Corpus - A Topic-Based Query Extension Approach to Retrieve Multimedia Documents. - Mohamed Morchid; Richard Dufour; Usman Farrokh Niaz; Francis Bouvier; Clément de Groc; Claude de Loupy; Georges Linarès; Bernard Mérialdo; Bertrand Peralta (TSD, 2014)

Feature selection using Principal Component Analysis for massive retweet detection. - Mohamed Morchid; Richard Dufour; Pierre-Michel Bousquet; Georges Linarès; Juan-Manuel Torres-Moreno (Pattern Recognit. Lett., 2014)

Characterizing and detecting spontaneous speech: Application to speaker role recognition. - Richard Dufour; Yannick Estève; Paul Deléglise (Speech Commun., 2014)

Integration of Word and Semantic Features for Theme Identification in Telephone Conversations. - Yannick Estève; Mohamed Bouallegue; Carole Lailler; Mohamed Morchid; Richard Dufour; Georges Linarès; Driss Matrouf; Renato De Mori (IWSDS, 2015)

Topic-space based setup of a neural network for theme identification of highly imperfect transcriptions. - Mohamed Morchid; Richard Dufour; Georges Linarès (ASRU, 2015)

Latent Topic Model Based Representations for a Robust Theme Identification of Highly Imperfect Automatic Transcriptions. - Mohamed Morchid; Richard Dufour; Georges Linarès; Youssef Hamadi (CICLing (2), 2015)

Identification de personnes dans des flux multimédia. - Frédéric Béchet; Meriem Bendris; Delphine Charlet; Géraldine Damnati; Benoît Favre; Mickael Rouvier; Rémi Auguste; Benjamin Bigot; Richard Dufour; Corinne Fredouille; Georges Linarès; Jean Martinet; et al. (CORIA, 2015)

A comparison of normalization techniques applied to latent space representations for speech analytics. - Mohamed Morchid; Richard Dufour; Driss Matrouf (INTERSPEECH, 2015)

Apport de l'information temporelle des contextes pour la représentation vectorielle continue des mots. - Killian Janod; Mohamed Morchid; Richard Dufour; Georges Linarès (TALN, 2015)

Initialisation de Réseaux de Neurones à l'aide d'un Espace Thématique. - Mohamed Morchid; Richard Dufour; Georges Linarès (TALN, 2015)

Compact Multiview Representation of Documents Based on the Total Variability Space. - Mohamed Morchid; Mohamed Bouallegue; Richard Dufour; Georges Linarès; Driss Matrouf; Renato De Mori (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Réseaux de neurones pour la représentation des contextes continus des mots. - Killian Janod; Mohamed Morchid; Richard Dufour; Georges Linarès (CORIA-CIFED, 2016)

Deep Stacked Autoencoders for Spoken Language Understanding. - Killian Janod; Mohamed Morchid; Richard Dufour; Georges Linarès; Renato De Mori (INTERSPEECH, 2016)

Spoken Language Understanding in a Latent Topic-Based Subspace. - Mohamed Morchid; Mohamed Bouaziz 001; Waad Ben Kheder; Killian Janod; Pierre-Michel Bousquet; Richard Dufour; Georges Linarès (INTERSPEECH, 2016)

Improving multi-stream classification by mapping sequence-embedding in a high dimensional space. - Mohamed Bouaziz 001; Mohamed Morchid; Richard Dufour; Georges Linarès (SLT, 2016)

Parallel Long Short-Term Memory for multi-stream classification. - Mohamed Bouaziz 001; Mohamed Morchid; Richard Dufour; Georges Linarès; Renato De Mori (SLT, 2016)

Tracking dialog states using an Author-Topic based representation. - Richard Dufour; Mohamed Morchid; Titouan Parcollet (SLT, 2016)

A log-linear weighting approach in the Word2vec space for spoken language understanding. - Killian Janod; Mohamed Morchid; Richard Dufour; Georges Linarès (SLT, 2016)

Quaternion Neural Networks for Spoken Language Understanding. - Titouan Parcollet; Mohamed Morchid; Pierre-Michel Bousquet; Richard Dufour; Georges Linarès; Renato De Mori (SLT, 2016)

Un Sous-espace Thématique Latent pour la Compréhension du Langage Parlé (A Latent Topic-based Subspace for Spoken Language Understanding). - Mohamed Bouaziz 001; Mohamed Morchid; Pierre-Michel Bousquet; Richard Dufour; Killian Janod; Waad Ben Kheder; Georges Linarès (JEP-TALN-RECITAL (1), 2016)

Un Corpus de Flux TV Annotés pour la Prédiction de Genres (A Genre Annotated Corpus of French Multi-channel TV Streams for Genre Prediction). - Mohamed Bouaziz 001; Mohamed Morchid; Richard Dufour; Georges Linarès; Prosper Correa (JEP-TALN-RECITAL (1), 2016)

Auto-encodeurs pour la compréhension de documents parlés (Auto-encoders for Spoken Document Understanding). - Killian Janod; Mohamed Morchid; Richard Dufour; Georges Linarès; Renato De Mori (JEP-TALN-RECITAL (1), 2016)

Impact of Word Error Rate on theme identification task of highly imperfect human-human conversations. - Mohamed Morchid; Richard Dufour; Georges Linarès (Comput. Speech Lang., 2016)

Automatic Text Summarization Approaches to Speed up Topic Model Learning Process. - Mohamed Morchid; Juan-Manuel Torres-Moreno; Richard Dufour; Javier Ramírez-Rodríguez; Georges Linarès (Int. J. Comput. Linguistics Appl., 2016)

Impact of Content Features for Automatic Online Abuse Detection. - Etienne Papegnies; Vincent Labatut; Richard Dufour; Georges Linarès (CICLing (2), 2017)

Detection of abusive messages in an on-line community. - Etienne Papegnies; Vincent Labatut; Richard Dufour; Georges Linarès (CORIA, 2017)

Acoustic Pairing of Original and Dubbed Voices in the Context of Video Game Localization. - Adrien Gresse; Mickael Rouvier; Richard Dufour; Vincent Labatut; Jean-François Bonastre (INTERSPEECH, 2017)

Graph-Based Features for Automatic Online Abuse Detection. - Etienne Papegnies; Vincent Labatut; Richard Dufour; Georges Linarès (SLSP, 2017)

Exploring Temporal Analysis of Tweet Content from Cultural Events. - Mathias Quillot; Cassandre Ollivier; Richard Dufour; Vincent Labatut (SLSP, 2017)

Systèmes du LIA à DEFT'13. - Xavier Bost; Ilaria Brunetti; Luis Adrián Cabrera-Diego; Jean-Valère Cossu; Andréa Carneiro Linhares; Mohamed Morchid; Juan-Manuel Torres-Moreno; Marc El-Bèze; Richard Dufour (CoRR, 2017)

Denoised Bottleneck Features From Deep Autoencoders for Telephone Conversation Analysis. - Killian Janod; Mohamed Morchid; Richard Dufour; Georges Linarès; Renato De Mori (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

LIA@CLEF 2018: Mining Events Opinion Argumentation from Raw Unlabeled Twitter Data using Convolutional Neural Network. - Richard Dufour; Mickael Rouvier; Alexandre Delorme; Damien Malinas (CLEF (Working Notes), 2018)

Similarity Metric Based on Siamese Neural Networks for Voice Casting. - Adrien Gresse; Mathias Quillot; Richard Dufour; Vincent Labatut; Jean-François Bonastre (ICASSP, 2019)

Qualitative Evaluation of ASR Adaptation in a Lecture Context: Application to the PASTEL Corpus. - Salima Mdhaffar; Yannick Estève; Nicolas Hernandez; Antoine Laurent; Richard Dufour; Solen Quiniou (INTERSPEECH, 2019)

Abusive Language Detection in Online Conversations by Combining Content- and Graph-Based Features. - Noé Cecillon; Vincent Labatut; Richard Dufour; Georges Linarès (Frontiers Big Data, 2019)

Conversational Networks for Automatic Online Moderation. - Etienne Papegnies; Vincent Labatut; Richard Dufour; Georges Linarès (IEEE Trans. Comput. Soc. Syst., 2019)

Traitement Automatique du Langage : Études et apports aux frontières de l'interdisciplinarité. - Richard Dufour (2020)

Review of different robust x-vector extractors for speaker verification. - Mickael Rouvier; Richard Dufour; Pierre-Michel Bousquet (EUSIPCO, 2020)

Learning Voice Representation Using Knowledge Distillation for Automatic Voice Casting. - Adrien Gresse; Mathias Quillot; Richard Dufour; Jean-François Bonastre (INTERSPEECH, 2020)

WAC: A Corpus of Wikipedia Conversations for Online Abuse Detection. - Noé Cecillon; Vincent Labatut; Richard Dufour; Georges Linarès (LREC, 2020)

A Multimodal Educational Corpus of Oral Courses: Annotation, Analysis and Case Study. - Salima Mdhaffar; Yannick Estève; Antoine Laurent; Nicolas Hernandez; Richard Dufour; Delphine Charlet; Géraldine Damnati; Solen Quiniou; Nathalie Camelin (LREC, 2020)

Tuning Graph2vec with Node Labels for Abuse Detection in Online Conversations (extended abstract). - Noé Cecillon; Richard Dufour; Vincent Labatut; Georges Linarès (MARAMI, 2020)

Apprentissage automatique de représentation de voix à l'aide d'une distillation de la connaissance pour le casting vocal (Learning voice representation using knowledge distillation for automatic voice casting ). - Adrien Gresse; Mathias Quillot; Richard Dufour; Jean-François Bonastre (JEP-TALN-RECITAL (1), 2020)

La voix actée : pratiques, enjeux, applications (Acted voice : practices, challenges, applications). - Mathias Quillot; Lauriane Guillou; Adrien Gresse; Rafaël Ferro; Raphaël Roth; Damien Malinas; Richard Dufour; Axel Roebel; Nicolas Obin; Jean-François Bonastre; Emmanuel Ethis (JEP-TALN-RECITAL (1), 2020)

Assessing Speaker-Independent Character Information for Acted Voices. - Mathias Quillot; Richard Dufour; Jean-François Bonastre (SPECOM, 2021)

Influence of Speaker Pre-training on Character Voice Representation. - Mathias Quillot; Jarod Duret; Richard Dufour; Mickael Rouvier; Jean-François Bonastre (SPECOM, 2021)

Graph Embeddings for Abusive Language Detection. - Noé Cecillon; Vincent Labatut; Richard Dufour; Georges Linarès (SN Comput. Sci., 2021)

FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain. - Yanis Labrak; Adrien Bazoge; Richard Dufour; Béatrice Daille; Pierre-Antoine Gourraud; Emmanuel Morin; Mickael Rouvier (LOUHI@EMNLP, 2022)

Data Augmentation for Robust Character Detection in Fantasy Novels. - Arthur Amalvy; Vincent Labatut; Richard Dufour (COMHUM, 2022)

Qualitative Evaluation of Language Model Rescoring in Automatic Speech Recognition. - Thibault Bañeras Roux; Mickael Rouvier; Jane Wottawa; Richard Dufour (INTERSPEECH, 2022)

Remplacement de mentions pour l'adaptation d'un corpus de reconnaissance d'entités nommées à un domaine cible (Mention replacement for adapting a named entity recognition dataset to a target domain). - Arthur Amalvy; Vincent Labatut; Richard Dufour (TALN-RECITAL, 2022)

Mesures linguistiques automatiques pour l'évaluation des systèmes de Reconnaissance Automatique de la Parole (Automated linguistic measures for automatic speech recognition systems' evaluation). - Thibault Bañeras Roux; Mickael Rouvier; Jane Wottawa; Richard Dufour (TALN-RECITAL, 2022)

ANTILLES: An Open French Linguistically Enriched Part-of-Speech Corpus. - Yanis Labrak; Richard Dufour (TSD, 2022)

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. - Qingyu Chen 001; Alexis Allot; Robert Leaman; Rezarta Islamaj; Jingcheng Du; Li Fang; Wang Kai; Shuo Xu 001; Yuefu Zhang; Parsa Bagherzadeh; Sabine Bergler; Aakash Bhatnagar; et al. (Database J. Biol. Databases Curation, 2022)

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. - Qingyu Chen 001; Alexis Allot; Robert Leaman; Rezarta Islamaj Dogan; Jingcheng Du; Li Fang; Wang Kai; Shuo Xu 001; Yuefu Zhang; Parsa Bagherzadeh; Sabine Bergler; Aakash Bhatnagar; et al. (CoRR, 2022)

The Role of Global and Local Context in Named Entity Recognition. - Arthur Amalvy; Vincent Labatut; Richard Dufour (ACL (2), 2023)

DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains. - Yanis Labrak; Adrien Bazoge; Richard Dufour; Mickael Rouvier; Emmanuel Morin; Béatrice Daille; Pierre-Antoine Gourraud (ACL (1), 2023)

Text revision in Scientific Writing Assistance: A Review. - Léane Jourdan; Florian Boudin; Richard Dufour; Nicolas Hernandez (BIR@ECIR, 2023)

Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset. - Arthur Amalvy; Vincent Labatut; Richard Dufour (EMNLP, 2023)

Projet NaviTerm : navigation terminologique pour une montée en compétence rapide et personnalisée sur un domaine de recherche. - Florian Boudin; Richard Dufour; Béatrice Daille (ARTS@CORIA-TALN, 2023)

CASIMIR : un Corpus d'Articles Scientifiques Intégrant les ModIfications et Révisions des auteurs. - Léane Jourdan; Florian Boudin; Richard Dufour; Nicolas Hernandez (ARTS@CORIA-TALN, 2023)

DrBERT: Un modèle robuste pré-entraîné en français pour les domaines biomédical et clinique. - Yanis Labrak; Adrien Bazoge; Richard Dufour; Mickael Rouvier; Emmanuel Morin; Béatrice Daille; Pierre-Antoine Gourraud (CORIA-TALN (4), 2023)

MORFITT : Un corpus multi-labels d'articles scientifiques français dans le domaine biomédical. - Yanis Labrak; Mickael Rouvier; Richard Dufour (ARTS@CORIA-TALN, 2023)

HATS : Un jeu de données intégrant la perception humaine appliquée à l'évaluation des métriques de transcription de la parole. - Thibault Bañeras Roux; Jane Wottawa; Mickael Rouvier; Téva Merlin; Richard Dufour (CORIA-TALN (4), 2023)

HATS: An Open Data Set Integrating Human Perception Applied to the Evaluation of Automatic Speech Recognition Metrics. - Thibault Bañeras Roux; Jane Wottawa; Mickael Rouvier; Téva Merlin; Richard Dufour (TSD, 2023)

Text revision in Scientific Writing Assistance: An Overview. - Léane Jourdan; Florian Boudin; Richard Dufour; Nicolas Hernandez (CoRR, 2023)

BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains. - Yanis Labrak; Adrien Bazoge; Emmanuel Morin; Pierre-Antoine Gourraud; Mickael Rouvier; Richard Dufour (ACL (Findings), 2024)

CASIMIR: A Corpus of Scientific Articles Enhanced with Multiple Author-Integrated Revisions. - Léane Isabelle Jourdan; Florian Boudin; Nicolas Hernandez; Richard Dufour (LREC/COLING, 2024)

How Important Is Tokenization in French Medical Masked Language Models? - Yanis Labrak; Adrien Bazoge; Béatrice Daille; Mickael Rouvier; Richard Dufour (LREC/COLING, 2024)

DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain. - Yanis Labrak; Adrien Bazoge; Oumaima El Khettari; Mickael Rouvier; Pacôme Constant dit Beaufils; Natalia Grabar; Béatrice Daille; Solen Quiniou; Emmanuel Morin; Pierre-Antoine Gourraud; Richard Dufour (LREC/COLING, 2024)

A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks. - Yanis Labrak; Mickael Rouvier; Richard Dufour (LREC/COLING, 2024)

Apprendre à classer le contexte pour la reconnaissance d'entités nommées en utilisant un jeu de données synthétique. - Arthur Amalvy; Vincent Labatut; Richard Dufour (CORIA, 2024)

A Comprehensive Analysis of Tokenization and Self-Supervised Learning in End-to-End Automatic Speech Recognition Applied on French Language. - Thibault Bañeras Roux; Mickael Rouvier; Jane Wottawa; Richard Dufour (EUSIPCO, 2024)

Zero-Shot End-To-End Spoken Question Answering In Medical Domain. - Yanis Labrak; Adel Moumen; Richard Dufour; Mickael Rouvier (INTERSPEECH, 2024)

Tâches et systèmes de sélection automatique de réponses à des QCM dans le domaine médical : Présentation de la campagne DEFT 2024. - Adrien Bazoge; Yanis Labrak; Richard Dufour; Benoît Favre; Mickael Rouvier (DEFT@TALN, 2024)

Adaptation des modèles de langue à des domaines de spécialité par un masquage sélectif fondé sur le genre et les caractéristiques thématiques. - Anas Belfathi; Ygor Gallina; Nicolas Hernandez; Laura Monceaux; Richard Dufour (TALN (1), 2024)

Un paradigme pour l'interprétation des métriques et pour mesurer la gravité des erreurs de reconnaissance automatique de la parole. - Thibault Batextasciitilde neras Roux; Mickael Rouvier; Jane Wottawa; Richard Dufour (TALN (JEP), 2024)

A Paradigm for Interpreting Metrics and Measuring Error Severity in Automatic Speech Recognition. - Thibault Bañeras Roux; Mickael Rouvier; Jane Wottawa; Richard Dufour (TSD (2), 2024)

Whole-Graph Representation Learning for the Classification of Signed Networks. - Noé Cecillon; Vincent Labatut; Richard Dufour; Nejat Arinik (IEEE Access, 2024)

Language Model Adaptation to Specialized Domains through Selective Masking based on Genre and Topical Characteristics. - Anas Belfathi; Ygor Gallina; Nicolas Hernandez; Richard Dufour; Laura Monceaux (CoRR, 2024)

Probing the Information Encoded in Neural-based Acoustic Models of Automatic Speech Recognition Systems. - Quentin Raymondaud; Mickael Rouvier; Richard Dufour (CoRR, 2024)

Renard: A Modular Pipeline for Extracting Character Networks from Narrative Texts. - Arthur Amalvy; Vincent Labatut; Richard Dufour (J. Open Source Softw., 2024)

Persistent Homology of Topic Networks for the Prediction of Reader Curiosity. - Manuel D. S. Hopp; Vincent Labatut; Arthur Amalvy; Richard Dufour; Hannah Stone; Hayley K. Jach; Kou Murayama (ACL (1), 2025)

Identifying Reliable Evaluation Metrics for Scientific Text Revision. - Léane Jourdan; Nicolas Hernandez; Florian Boudin; Richard Dufour (ACL (1), 2025)

The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction. - Arthur Amalvy; Vincent Labatut; Richard Dufour (COLING, 2025)

ACL-rlg: A Dataset for Reading List Generation. - Julien Aubert-Béduchaud; Florian Boudin; Béatrice Daille; Richard Dufour (COLING, 2025)

ParaRev : Building a dataset for Scientific Paragraph Revision annotated with revision instruction. - Léane Jourdan; Florian Boudin; Richard Dufour; Nicolas Hernandez; Akiko Aizawa (COLING Workshops, 2025)

A Benchmark of French ASR Systems Based on Error Severity. - Antoine Tholly; Jane Wottawa; Mickael Rouvier; Richard Dufour (COLING, 2025)

An Empirical Analysis of Discrete Unit Representations in Speech Language Modeling Pre-training. - Yanis Labrak; Richard Dufour; Mickaël Rouvier (TSD (1), 2025)

Conversation-based multimodal abuse detection through text and graph embeddings. - Noé Cecillon; Vincent Labatut; Richard Dufour (Computing, 2025)

Improving Social Determinants of Health Documentation in French EHRs Using Large Language Models. - Adrien Bazoge; Pacôme Constant dit Beaufils; Mohammed Hmitouch; Romain Bourcier; Emmanuel Morin; Richard Dufour; Béatrice Daille; Pierre-Antoine Gourraud; Matilde Karakachoff (CoRR, 2025)