Richard Dufour

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 89

Top Venues

University of Maine, Le Mans, France (PHD)

Education History

University of Maine, Le Mans, France

PHD

Publications

Yanis Labrak, Adrien Bazoge, Emmanuel Morin, Pierre-Antoine Gourraud, Mickael Rouvier, Richard Dufour
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains. CoRR (2024)
Léane Jourdan, Florian Boudin, Nicolas Hernandez, Richard Dufour
CASIMIR: A Corpus of Scientific Articles enhanced with Multiple Author-Integrated Revisions. CoRR (2024)
Yanis Labrak, Adrien Bazoge, Oumaima El Khettari, Mickael Rouvier, Pacome Constant dit Beaufils, Natalia Grabar, Béatrice Daille, Solen Quiniou, Emmanuel Morin, Pierre-Antoine Gourraud, Richard Dufour
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain. CoRR (2024)
Yanis Labrak, Mickael Rouvier, Richard Dufour
A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks. LREC/COLING (2024)
Yanis Labrak, Adel Moumen, Richard Dufour, Mickael Rouvier
Zero-Shot End-To-End Spoken Question Answering In Medical Domain. CoRR (2024)
Yanis Labrak, Adrien Bazoge, Oumaima El Khettari, Mickael Rouvier, Pacome Constant dit Beaufils, Natalia Grabar, Béatrice Daille, Solen Quiniou, Emmanuel Morin, Pierre-Antoine Gourraud, Richard Dufour
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain. LREC/COLING (2024)
Yanis Labrak, Adrien Bazoge, Béatrice Daille, Mickael Rouvier, Richard Dufour
How Important Is Tokenization in French Medical Masked Language Models? LREC/COLING (2024)
Yanis Labrak, Adrien Bazoge, Emmanuel Morin, Pierre-Antoine Gourraud, Mickael Rouvier, Richard Dufour
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains. ACL (Findings) (2024)
Quentin Raymondaud, Mickael Rouvier, Richard Dufour
Probing the Information Encoded in Neural-based Acoustic Models of Automatic Speech Recognition Systems. CoRR (2024)
Arthur Amalvy, Vincent Labatut, Richard Dufour
Renard: A Modular Pipeline for Extracting Character Networks from Narrative Texts. CoRR (2024)
Anas Belfathi, Ygor Gallina, Nicolas Hernandez, Richard Dufour, Laura Monceaux
Language Model Adaptation to Specialized Domains through Selective Masking based on Genre and Topical Characteristics. CoRR (2024)
Yanis Labrak, Adrien Bazoge, Béatrice Daille, Mickael Rouvier, Richard Dufour
How Important Is Tokenization in French Medical Masked Language Models? CoRR (2024)
Léane Isabelle Jourdan, Florian Boudin, Nicolas Hernandez, Richard Dufour
CASIMIR: A Corpus of Scientific Articles Enhanced with Multiple Author-Integrated Revisions. LREC/COLING (2024)
Arthur Amalvy, Vincent Labatut, Richard Dufour
Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset. CoRR (2023)
Léane Jourdan, Florian Boudin, Richard Dufour, Nicolas Hernandez
CASIMIR : un Corpus d'Articles Scientifiques Intégrant les ModIfications et Révisions des auteurs. ARTS@CORIA-TALN (2023)
Yanis Labrak, Mickael Rouvier, Richard Dufour
MORFITT : Un corpus multi-labels d'articles scientifiques français dans le domaine biomédical. ARTS@CORIA-TALN (2023)
Thibault Bañeras Roux, Jane Wottawa, Mickael Rouvier, Téva Merlin, Richard Dufour
HATS : Un jeu de données intégrant la perception humaine appliquée à l'évaluation des métriques de transcription de la parole. CORIA-TALN (4) (2023)
Florian Boudin, Richard Dufour, Béatrice Daille
Projet NaviTerm : navigation terminologique pour une montée en compétence rapide et personnalisée sur un domaine de recherche. ARTS@CORIA-TALN (2023)
Yanis Labrak, Mickael Rouvier, Richard Dufour
A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks. CoRR (2023)
Thibault Bañeras Roux, Jane Wottawa, Mickael Rouvier, Téva Merlin, Richard Dufour
HATS: An Open Data Set Integrating Human Perception Applied to the Evaluation of Automatic Speech Recognition Metrics. TSD (2023)
Arthur Amalvy, Vincent Labatut, Richard Dufour
The Role of Global and Local Context in Named Entity Recognition. CoRR (2023)
Léane Jourdan, Florian Boudin, Richard Dufour, Nicolas Hernandez
Text revision in Scientific Writing Assistance: An Overview. CoRR (2023)
Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains. CoRR (2023)
Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud
DrBERT: Un modèle robuste pré-entraîné en français pour les domaines biomédical et clinique. CORIA-TALN (4) (2023)
Arthur Amalvy, Vincent Labatut, Richard Dufour
Data Augmentation for Robust Character Detection in Fantasy Novels. CoRR (2023)
Arthur Amalvy, Vincent Labatut, Richard Dufour
The Role of Global and Local Context in Named Entity Recognition. ACL (2) (2023)
Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud
FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain. CoRR (2023)
Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains. ACL (1) (2023)
Arthur Amalvy, Vincent Labatut, Richard Dufour
Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset. EMNLP (2023)
Léane Jourdan, Florian Boudin, Richard Dufour, Nicolas Hernandez
Text revision in Scientific Writing Assistance: A Review. BIR@ECIR (2023)
Qingyu Chen, Alexis Allot, Robert Leaman, Rezarta Islamaj Dogan, Jingcheng Du, Li Fang, Wang Kai, Shuo Xu, Yuefu Zhang, Parsa Bagherzadeh, Sabine Bergler, Aakash Bhatnagar, Nidhir Bhavsar, Yung-Chun Chang, Sheng-Jie Lin, Wentai Tang, Hongtong Zhang, Ilija Tavchioski, Shubo Tian, Jinfeng Zhang, Yulia Otmakhova, Antonio Jimeno-Yepes, Hang Dong, Honghan Wu, Richard Dufour, Yanis Labrak, Niladri Chatterjee, Kushagri Tandon, Fréjus A. A. Laleye, Loïc Rakotoson, Emmanuele Chersoni, Jinghang Gu, Annemarie Friedrich, Subhash Chandra Pujari, Mariia Chizhikova, Naveen Sivadasan, Zhiyong Lu
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. CoRR (2022)
Thibault Bañeras Roux, Mickael Rouvier, Jane Wottawa, Richard Dufour
Qualitative Evaluation of Language Model Rescoring in Automatic Speech Recognition. INTERSPEECH (2022)
Arthur Amalvy, Vincent Labatut, Richard Dufour
Data Augmentation for Robust Character Detection in Fantasy Novels. COMHUM (2022)
Thibault Bañeras Roux, Mickael Rouvier, Jane Wottawa, Richard Dufour
Mesures linguistiques automatiques pour l'évaluation des systèmes de Reconnaissance Automatique de la Parole (Automated linguistic measures for automatic speech recognition systems' evaluation). TALN-RECITAL (2022)
Yanis Labrak, Richard Dufour
ANTILLES: An Open French Linguistically Enriched Part-of-Speech Corpus. TSD (2022)
Yanis Labrak, Adrien Bazoge, Richard Dufour, Béatrice Daille, Pierre-Antoine Gourraud, Emmanuel Morin, Mickael Rouvier
FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain. LOUHI@EMNLP (2022)
Arthur Amalvy, Vincent Labatut, Richard Dufour
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). TALN-RECITAL (2022)
Qingyu Chen, Alexis Allot, Robert Leaman, Rezarta Islamaj, Jingcheng Du, Li Fang, Wang Kai, Shuo Xu, Yuefu Zhang, Parsa Bagherzadeh, Sabine Bergler, Aakash Bhatnagar, Nidhir Bhavsar, Yung-Chun Chang, Sheng-Jie Lin, Wentai Tang, Hongtong Zhang, Ilija Tavchioski, Senja Pollak, Shubo Tian, Jinfeng Zhang, Yulia Otmakhova, Antonio Jimeno-Yepes, Hang Dong, Honghan Wu, Richard Dufour, Yanis Labrak, Niladri Chatterjee, Kushagri Tandon, Fréjus A. A. Laleye, Loïc Rakotoson, Emmanuele Chersoni, Jinghang Gu, Annemarie Friedrich, Subhash Chandra Pujari, Mariia Chizhikova, Naveen Sivadasan, Saipradeep Vg, Zhiyong Lu
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. Database J. Biol. Databases Curation 2022 (2022) (2022)
Mathias Quillot, Richard Dufour, Jean-François Bonastre
Assessing Speaker-Independent Character Information for Acted Voices. SPECOM (2021)
Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès
Graph Embeddings for Abusive Language Detection. SN Comput. Sci. 2 (1) (2021)
Mathias Quillot, Jarod Duret, Richard Dufour, Mickael Rouvier, Jean-François Bonastre
Influence of Speaker Pre-training on Character Voice Representation. SPECOM (2021)
Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès
Graph embeddings for Abusive Language Detection. CoRR (2021)
Mathias Quillot, Lauriane Guillou, Adrien Gresse, Rafaël Ferro, Raphaël Roth, Damien Malinas, Richard Dufour, Axel Roebel, Nicolas Obin, Jean-François Bonastre, Emmanuel Ethis
La voix actée : pratiques, enjeux, applications (Acted voice : practices, challenges, applications). JEP-TALN-RECITAL (1) (2020)
Noé Cecillon, Richard Dufour, Vincent Labatut, Georges Linarès
Tuning Graph2vec with Node Labels for Abuse Detection in Online Conversations (extended abstract). MARAMI (2020)
Adrien Gresse, Mathias Quillot, Richard Dufour, Jean-François Bonastre
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 ). JEP-TALN-RECITAL (1) (2020)
Salima Mdhaffar, Yannick Estève, Antoine Laurent, Nicolas Hernandez, Richard Dufour, Delphine Charlet, Géraldine Damnati, Solen Quiniou, Nathalie Camelin
A Multimodal Educational Corpus of Oral Courses: Annotation, Analysis and Case Study. LREC (2020)
Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès
WAC: A Corpus of Wikipedia Conversations for Online Abuse Detection. CoRR (2020)
Adrien Gresse, Mathias Quillot, Richard Dufour, Jean-François Bonastre
Learning Voice Representation Using Knowledge Distillation for Automatic Voice Casting. INTERSPEECH (2020)
Mickael Rouvier, Richard Dufour, Pierre-Michel Bousquet
Review of different robust x-vector extractors for speaker verification. EUSIPCO (2020)
Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès
WAC: A Corpus of Wikipedia Conversations for Online Abuse Detection. LREC (2020)
Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès
Conversational Networks for Automatic Online Moderation. IEEE Trans. Comput. Soc. Syst. 6 (1) (2019)
Salima Mdhaffar, Yannick Estève, Nicolas Hernandez, Antoine Laurent, Richard Dufour, Solen Quiniou
Qualitative Evaluation of ASR Adaptation in a Lecture Context: Application to the PASTEL Corpus. INTERSPEECH (2019)
Adrien Gresse, Mathias Quillot, Richard Dufour, Vincent Labatut, Jean-François Bonastre
Similarity Metric Based on Siamese Neural Networks for Voice Casting. ICASSP (2019)
Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès
Abusive Language Detection in Online Conversations by Combining Content-and Graph-based Features. CoRR (2019)
Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès
Abusive Language Detection in Online Conversations by Combining Content- and Graph-Based Features. Frontiers Big Data 2 (2019)
Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès
Conversational Networks for Automatic Online Moderation. CoRR (2019)
Richard Dufour, Mickael Rouvier, Alexandre Delorme, Damien Malinas
LIA@CLEF 2018: Mining Events Opinion Argumentation from Raw Unlabeled Twitter Data using Convolutional Neural Network. CLEF (Working Notes) (2018)
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
Systèmes du LIA à DEFT'13. CoRR (2017)
Mohamed Morchid, Juan-Manuel Torres-Moreno, Richard Dufour, Javier Ramírez Rodríguez, Georges Linarès
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process. CoRR (2017)
Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès
Graph-based Features for Automatic Online Abuse Detection. CoRR (2017)
Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès
Detection of abusive messages in an on-line community. CORIA (2017)
Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès
Impact Of Content Features For Automatic Online Abuse Detection. CoRR (2017)
Mathias Quillot, Cassandre Ollivier, Richard Dufour, Vincent Labatut
Exploring Temporal Analysis of Tweet Content from Cultural Events. SLSP (2017)
Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
Denoised Bottleneck Features From Deep Autoencoders for Telephone Conversation Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 25 (9) (2017)
Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès
Impact of Content Features for Automatic Online Abuse Detection. CICLing (2) (2017)
Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
Parallel Long Short-Term Memory for Multi-stream Classification. CoRR (2017)
Adrien Gresse, Mickael Rouvier, Richard Dufour, Vincent Labatut, Jean-François Bonastre
Acoustic Pairing of Original and Dubbed Voices in the Context of Video Game Localization. INTERSPEECH (2017)
Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès
Graph-Based Features for Automatic Online Abuse Detection. SLSP (2017)
Mohamed Morchid, Richard Dufour, Georges Linarès
Impact of Word Error Rate on theme identification task of highly imperfect human-human conversations. Comput. Speech Lang. 38 (2016)
Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès
A log-linear weighting approach in the Word2vec space for spoken language understanding. SLT (2016)
Mohamed Morchid, Juan-Manuel Torres-Moreno, Richard Dufour, Javier Ramírez Rodríguez, Georges Linarès
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process. Int. J. Comput. Linguistics Appl. 7 (2) (2016)
Mohamed Morchid, Mohamed Bouaziz, Waad Ben Kheder, Killian Janod, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès
Spoken Language Understanding in a Latent Topic-Based Subspace. INTERSPEECH (2016)
Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès
Réseaux de neurones pour la représentation des contextes continus des mots. CORIA-CIFED (2016)
Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Prosper Correa
Un Corpus de Flux TV Annotés pour la Prédiction de Genres (A Genre Annotated Corpus of French Multi-channel TV Streams for Genre Prediction). JEP-TALN-RECITAL (1) (2016)
Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
Parallel Long Short-Term Memory for multi-stream classification. SLT (2016)
Titouan Parcollet, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès, Renato De Mori
Quaternion Neural Networks for Spoken Language Understanding. SLT (2016)
Mohamed Bouaziz, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Killian Janod, Waad Ben Kheder, Georges Linarès
Un Sous-espace Thématique Latent pour la Compréhension du Langage Parlé (A Latent Topic-based Subspace for Spoken Language Understanding). JEP-TALN-RECITAL (1) (2016)
Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès
Improving multi-stream classification by mapping sequence-embedding in a high dimensional space. SLT (2016)
Richard Dufour, Mohamed Morchid, Titouan Parcollet
Tracking dialog states using an Author-Topic based representation. SLT (2016)
Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
Auto-encodeurs pour la compréhension de documents parlés (Auto-encoders for Spoken Document Understanding). JEP-TALN-RECITAL (1) (2016)
Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
Deep Stacked Autoencoders for Spoken Language Understanding. INTERSPEECH (2016)
Yannick Estève, Mohamed Bouallegue, Carole Lailler, Mohamed Morchid, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori
Integration of Word and Semantic Features for Theme Identification in Telephone Conversations. IWSDS (2015)
Mohamed Morchid, Richard Dufour, Georges Linarès
Topic-space based setup of a neural network for theme identification of highly imperfect transcriptions. ASRU (2015)
Mohamed Morchid, Richard Dufour, Georges Linarès
Initialisation de Réseaux de Neurones à l'aide d'un Espace Thématique. TALN (2015)
Frédéric Béchet, Meriem Bendris, Delphine Charlet, Géraldine Damnati, Benoît Favre, Mickael Rouvier, Rémi Auguste, Benjamin Bigot, Richard Dufour, Corinne Fredouille, Georges Linarès, Jean Martinet, Grégory Senay, Pierre Tirilly
Identification de personnes dans des flux multimédia. CORIA (2015)
Mohamed Morchid, Richard Dufour, Driss Matrouf
A comparison of normalization techniques applied to latent space representations for speech analytics. INTERSPEECH (2015)
Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès
Apport de l'information temporelle des contextes pour la représentation vectorielle continue des mots. TALN (2015)
Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori
Compact Multiview Representation of Documents Based on the Total Variability Space. IEEE ACM Trans. Audio Speech Lang. Process. 23 (8) (2015)
Mohamed Morchid, Richard Dufour, Georges Linarès, Youssef Hamadi
Latent Topic Model Based Representations for a Robust Theme Identification of Highly Imperfect Automatic Transcriptions. CICLing (2) (2015)
Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, Renato De Mori
Subspace Gaussian mixture models for dialogues classification. INTERSPEECH (2014)
Babak Loni, Jonathon S. Hare, Mihai Georgescu, Michael Riegler, Xiaofei Zhu, Mohamed Morchid, Richard Dufour, Martha A. Larson
Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling. CrowdMM (2014)
Mohamed Morchid, Richard Dufour, Usman Farrokh Niaz, Francis Bouvier, Clément de Groc, Claude de Loupy, Georges Linarès, Bernard Mérialdo, Bertrand Peralta
SuMACC Project's Corpus - A Topic-Based Query Extension Approach to Retrieve Multimedia Documents. TSD (2014)
Mohamed Morchid, Georges Linarès, Richard Dufour
Characterizing and Predicting Bursty Events: The Buzz Case Study on Twitter. LREC (2014)
Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato de Mori
An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents. EMNLP (2014)
Mohamed Morchid, Richard Dufour, Pierre-Michel Bousquet, Mohamed Bouallegue, Georges Linarès, Renato De Mori
Improving dialogue classification using a topic space representation and a Gaussian classifier based on the decision rule. ICASSP (2014)
Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, Renato De Mori
Factor analysis based semantic variability compensation for automatic conversation representation. INTERSPEECH (2014)
Mohamed Morchid, Richard Dufour, Pierre-Michel Bousquet, Georges Linarès, Juan-Manuel Torres-Moreno
Feature selection using Principal Component Analysis for massive retweet detection. Pattern Recognit. Lett. 49 (2014)
Mohamed Morchid, Richard Dufour, Georges Linarès
A LDA-based Topic Classification Approach from highly Imperfect Automatic Transcriptions. LREC (2014)
Mohamed Morchid, Stéphane Huet, Richard Dufour
A topic-based approach for post-processing correction of automatic translations. IWSLT (Evaluation Campaign) (2014)
Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès
Author-topic based representation of call-center conversations. SLT (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Richard Dufour