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Books and Theses
- 2020
[b2]Richard Dufour:
Traitement Automatique du Langage : Études et apports aux frontières de l'interdisciplinarité. University of Avignon, France, 2020- 2010
- [b1]Richard Dufour:
Transcription automatique de la parole spontanée. (Automatic transcription of spontaneous speech). University of Maine, Le Mans, France, 2010
Journal Articles
- 2024
- [j11]Noé Cecillon, Vincent Labatut
, Richard Dufour, Nejat Arinik:
Whole-Graph Representation Learning for the Classification of Signed Networks. IEEE Access 12: 151303-151316 (2024) - 2022
- [j10]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) - 2021
- [j9]Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès:
Graph Embeddings for Abusive Language Detection. SN Comput. Sci. 2(1): 37 (2021) - 2019
- [j8]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: 8 (2019) - [j7]Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès:
Conversational Networks for Automatic Online Moderation. IEEE Trans. Comput. Soc. Syst. 6(1): 38-55 (2019) - 2017
- [j6]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): 1809-1820 (2017) - 2016
- [j5]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: 68-85 (2016) - [j4]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): 87-109 (2016) - 2015
- [j3]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): 1295-1308 (2015) - 2014
- [j2]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: 33-39 (2014) - [j1]Richard Dufour, Yannick Estève, Paul Deléglise:
Characterizing and detecting spontaneous speech: Application to speaker role recognition. Speech Commun. 56: 1-18 (2014)
Conference and Workshop Papers
- 2024
- [c97]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: 5848-5864 - [c96]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: 2049-2066 - [c95]Léane Isabelle Jourdan, Florian Boudin, Nicolas Hernandez, Richard Dufour:
CASIMIR: A Corpus of Scientific Articles Enhanced with Multiple Author-Integrated Revisions. LREC/COLING 2024: 2883-2892 - [c94]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: 5376-5390 - [c93]Yanis Labrak, Adrien Bazoge, Béatrice Daille, Mickael Rouvier, Richard Dufour:
How Important Is Tokenization in French Medical Masked Language Models? LREC/COLING 2024: 8223-8234 - [c92]Arthur Amalvy, Vincent Labatut, Richard Dufour:
Apprendre à classer le contexte pour la reconnaissance d'entités nommées en utilisant un jeu de données synthétique. CORIA 2024 - [c91]Thibault Bañeras Roux, Mickael Rouvier, Jane Wottawa, Richard Dufour:
A Comprehensive Analysis of Tokenization and Self-Supervised Learning in End-to-End Automatic Speech Recognition Applied on French Language. EUSIPCO 2024: 141-145 - [c90]Adrien Bazoge, Yanis Labrak, Richard Dufour, Benoît Favre, Mickael Rouvier:
Tâches et systèmes de sélection automatique de réponses à des QCM dans le domaine médical : Présentation de la campagne DEFT 2024. DEFT@TALN 2024: 1-10 - [c89]Thibault Batextasciitilde neras Roux, Mickael Rouvier, Jane Wottawa, Richard Dufour:
Un paradigme pour l'interprétation des métriques et pour mesurer la gravité des erreurs de reconnaissance automatique de la parole. TALN (JEP) 2024: 191-199 - [c88]Anas Belfathi, Ygor Gallina, Nicolas Hernandez, Laura Monceaux, Richard Dufour:
Adaptation des modèles de langue à des domaines de spécialité par un masquage sélectif fondé sur le genre et les caractéristiques thématiques. TALN (1) 2024: 283-294 - [c87]Thibault Bañeras Roux, Mickael Rouvier, Jane Wottawa, Richard Dufour:
A Paradigm for Interpreting Metrics and Measuring Error Severity in Automatic Speech Recognition. TSD (2) 2024: 174-183 - 2023
- [c86]Arthur Amalvy, Vincent Labatut, Richard Dufour:
The Role of Global and Local Context in Named Entity Recognition. ACL (2) 2023: 714-722 - [c85]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: 16207-16221 - [c84]Léane Jourdan, Florian Boudin, Richard Dufour, Nicolas Hernandez:
Text revision in Scientific Writing Assistance: A Review. BIR@ECIR 2023: 22-36 - [c83]Arthur Amalvy, Vincent Labatut, Richard Dufour:
Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset. EMNLP 2023: 10372-10382 - [c82]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: 10-18 - [c81]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: 16-20 - [c80]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: 60-65 - [c79]Yanis Labrak, Mickael Rouvier, Richard Dufour:
MORFITT : Un corpus multi-labels d'articles scientifiques français dans le domaine biomédical. ARTS@CORIA-TALN 2023: 66-70 - [c78]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: 109-120 - [c77]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: 164-175 - 2022
- [c76]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: 41-46 - [c75]Arthur Amalvy, Vincent Labatut, Richard Dufour:
Data Augmentation for Robust Character Detection in Fantasy Novels. COMHUM 2022: 23-32 - [c74]Thibault Bañeras Roux, Mickael Rouvier, Jane Wottawa, Richard Dufour:
Qualitative Evaluation of Language Model Rescoring in Automatic Speech Recognition. INTERSPEECH 2022: 3968-3972 - [c73]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: 166-173 - [c72]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: 198-205 - [c71]Yanis Labrak, Richard Dufour:
ANTILLES: An Open French Linguistically Enriched Part-of-Speech Corpus. TSD 2022: 28-38 - 2021
- [c70]Mathias Quillot, Richard Dufour, Jean-François Bonastre:
Assessing Speaker-Independent Character Information for Acted Voices. SPECOM 2021: 565-576 - [c69]Mathias Quillot, Jarod Duret, Richard Dufour, Mickael Rouvier, Jean-François Bonastre:
Influence of Speaker Pre-training on Character Voice Representation. SPECOM 2021: 577-588 - 2020
- [c68]Mickael Rouvier, Richard Dufour, Pierre-Michel Bousquet:
Review of different robust x-vector extractors for speaker verification. EUSIPCO 2020: 1-5 - [c67]Adrien Gresse, Mathias Quillot, Richard Dufour, Jean-François Bonastre:
Learning Voice Representation Using Knowledge Distillation for Automatic Voice Casting. INTERSPEECH 2020: 160-164 - [c66]Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès:
WAC: A Corpus of Wikipedia Conversations for Online Abuse Detection. LREC 2020: 1382-1390 - [c65]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: 4293-4301 - [c64]Noé Cecillon, Richard Dufour, Vincent Labatut, Georges Linarès:
Tuning Graph2vec with Node Labels for Abuse Detection in Online Conversations (extended abstract). MARAMI 2020 - [c63]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: 280-288 - [c62]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: 525-533 - 2019
- [c61]Adrien Gresse, Mathias Quillot, Richard Dufour, Vincent Labatut, Jean-François Bonastre:
Similarity Metric Based on Siamese Neural Networks for Voice Casting. ICASSP 2019: 6585-6589 - [c60]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: 569-573 - 2018
- [c59]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 - 2017
- [c58]Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès:
Impact of Content Features for Automatic Online Abuse Detection. CICLing (2) 2017: 404-419 - [c57]Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès:
Detection of abusive messages in an on-line community. CORIA 2017: 153-168 - [c56]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: 2839-2843 - [c55]Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès:
Graph-Based Features for Automatic Online Abuse Detection. SLSP 2017: 70-81 - [c54]Mathias Quillot, Cassandre Ollivier, Richard Dufour, Vincent Labatut:
Exploring Temporal Analysis of Tweet Content from Cultural Events. SLSP 2017: 82-93 - 2016
- [c53]Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès:
Réseaux de neurones pour la représentation des contextes continus des mots. CORIA-CIFED 2016: 656-668 - [c52]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: 710-714 - [c51]Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori:
Deep Stacked Autoencoders for Spoken Language Understanding. INTERSPEECH 2016: 720-724 - [c50]Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori:
Parallel Long Short-Term Memory for multi-stream classification. SLT 2016: 218-223 - [c49]Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès:
Improving multi-stream classification by mapping sequence-embedding in a high dimensional space. SLT 2016: 224-231 - [c48]Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès:
A log-linear weighting approach in the Word2vec space for spoken language understanding. SLT 2016: 356-361 - [c47]Titouan Parcollet, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès, Renato De Mori:
Quaternion Neural Networks for Spoken Language Understanding. SLT 2016: 362-368 - [c46]Richard Dufour, Mohamed Morchid, Titouan Parcollet:
Tracking dialog states using an Author-Topic based representation. SLT 2016: 544-551 - [c45]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: 73-81 - [c44]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: 173-181 - [c43]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: 651-659 - 2015
- [c42]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: 223-231 - [c41]Mohamed Morchid, Richard Dufour, Georges Linarès:
Topic-space based setup of a neural network for theme identification of highly imperfect transcriptions. ASRU 2015: 346-352 - [c40]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: 596-605 - [c39]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: 239-251 - [c38]Mohamed Morchid, Richard Dufour, Driss Matrouf:
A comparison of normalization techniques applied to latent space representations for speech analytics. INTERSPEECH 2015: 145-149 - [c37]Mohamed Morchid, Richard Dufour, Georges Linarès:
Initialisation de Réseaux de Neurones à l'aide d'un Espace Thématique. TALN 2015: 28-33 - [c36]Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès:
Apport de l'information temporelle des contextes pour la représentation vectorielle continue des mots. TALN 2015: 284-290 - 2014
- [c35]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: 443-454 - [c34]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: 126-130 - [c33]Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Renato De Mori:
Theme identification in human-human conversations with features from specific speaker type hidden spaces. INTERSPEECH 2014: 248-252 - [c32]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:
Multimodal understanding for person recognition in video broadcasts. INTERSPEECH 2014: 607-611 - [c31]Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori:
I-vector based representation of highly imperfect automatic transcriptions. INTERSPEECH 2014: 1870-1874 - [c30]Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, Renato De Mori:
Subspace Gaussian mixture models for dialogues classification. INTERSPEECH 2014: 1880-1884 - [c29]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: 1885-1889 - [c28]Mohamed Morchid, Richard Dufour, Georges Linarès:
A Combined Thematic and Acoustic Approach for a Music Recommendation Service in TV Commercials. ISMIR 2014: 465-470 - [c27]Mohamed Morchid, Stéphane Huet, Richard Dufour:
A topic-based approach for post-processing correction of automatic translations. IWSLT (Evaluation Campaign) 2014 - [c26]Mohamed Morchid, Richard Dufour, Georges Linarès:
A LDA-based Topic Classification Approach from highly Imperfect Automatic Transcriptions. LREC 2014: 1309-1314 - [c25]Mohamed Morchid, Georges Linarès, Richard Dufour:
Characterizing and Predicting Bursty Events: The Buzz Case Study on Twitter. LREC 2014: 2766-2771 - [c24]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: 69-74 - [c23]Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès:
Author-topic based representation of call-center conversations. SLT 2014: 218-223 - [c22]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: 29-36 - 2013
- [c21]Mohamed Morchid, Richard Dufour, Georges Linarès:
Event detection from image hosting services by slightly-supervised multi-span context models. CBMI 2013: 103-107 - [c20]Jean-Valère Cossu, Benjamin Bigot, Ludovic Bonnefoy, Mohamed Morchid, Xavier Bost, Grégory Senay, Richard Dufour, Vincent Bouvier, Juan-Manuel Torres-Moreno, Marc El-Bèze:
LIA@RepLab 2013. CLEF (Working Notes) 2013 - [c19]Benjamin Bigot, Grégory Senay, Georges Linarès, Corinne Fredouille, Richard Dufour:
Person name recognition in ASR outputs using continuous context models. ICASSP 2013: 8470-8474 - [c18]Benoît Favre, Géraldine Damnati, Frédéric Béchet, Meriem Bendris, Delphine Charlet, Rémi Auguste, Stéphane Ayache, Benjamin Bigot, Alexandre Delteil, Richard Dufour, Corinne Fredouille, Georges Linarès, Jean Martinet, Grégory Senay, Pierre Tirilly:
PERCOLI: A Person Identification System for the 2013 REPERE Challenge. SLAM@INTERSPEECH 2013: 55-60 - [c17]Grégory Senay, Benjamin Bigot, Richard Dufour, Georges Linarès, Corinne Fredouille:
Person name spotting by combining acoustic matching and LDA topic models. INTERSPEECH 2013: 1584-1588 - [c16]Benjamin Bigot, Grégory Senay, Georges Linarès, Corinne Fredouille, Richard Dufour:
Combining acoustic name spotting and continuous context models to improve spoken person name recognition in speech. INTERSPEECH 2013: 2539-2543 - [c15]Mohamed Bouallegue, Grégory Senay, Mohamed Morchid, Driss Matrouf, Georges Linarès, Richard Dufour:
LIA @ MediaEval 2013 Spoken Web Search Task: An I-Vector based Approach. MediaEval 2013 - [c14]Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Driss Matrouf:
LIA @ MediaEval 2013 Crowdsourcing Task: Metadata or not Metadata? That is a Fashion Question. MediaEval 2013 - [c13]Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Driss Matrouf:
LIA @ MediaEval 2013 MusiClef Task: A Combined Thematic and Acoustic Approach. MediaEval 2013 - 2012
- [c12]Richard Dufour, Géraldine Damnati, Delphine Charlet:
Automatic error region detection and characterization in LVCSR transcriptions of TV news shows. ICASSP 2012: 4445-4448 - [c11]Richard Dufour, Géraldine Damnati, Delphine Charlet, Frédéric Béchet:
Automatic transcription error recovery for Person Name Recognition. INTERSPEECH 2012: 1007-1010 - [c10]Richard Dufour, Géraldine Damnati, Delphine Charlet:
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]. JEP-TALN-RECITAL 2012 2012: 811-818 - [c9]Richard Dufour, Antoine Laurent, Yannick Estève:
Combinaison d'approches pour la reconnaissance du rôle des locuteurs (Combination of approaches for speaker role recognition) [in French]. JEP-TALN-RECITAL 2012 2012: 827-834 - 2011
- [c8]Richard Dufour, Yannick Estève, Paul Deléglise:
Investigation of Spontaneous Speech Characterization Applied to Speaker Role Recognition. INTERSPEECH 2011: 917-920 - 2010
- [c7]Richard Dufour, Fethi Bougares, Yannick Estève, Paul Deléglise:
Unsupervised model adaptation on targeted speech segments for LVCSR system combination. INTERSPEECH 2010: 885-888 - [c6]Mickael Rouvier, Richard Dufour, Georges Linarès, Yannick Estève:
A language-identification inspired method for spontaneous speech detection. INTERSPEECH 2010: 1149-1152 - [c5]Richard Dufour, Benoît Favre:
Semi-supervised part-of-speech tagging in speech applications. INTERSPEECH 2010: 1373-1376 - [c4]Richard Dufour, Yannick Estève, Paul Deléglise:
Automatic indexing of speech segments with spontaneity levels on large audio database. SSCS@MM 2010: 39-44 - 2009
- [c3]Richard Dufour, Yannick Estève, Paul Deléglise, Frédéric Béchet:
Local and global models for spontaneous speech segment detection and characterization. ASRU 2009: 558-561 - 2008
- [c2]Richard Dufour, Yannick Estève:
Correcting asr outputs: Specific solutions to specific errors in French. SLT 2008: 213-216 - [c1]Richard Dufour:
From prepared speech to spontaneous speech recognition system: a comparative study applied to French language. CSTST 2008: 595-599
Editorship
- 2024
- [e2]Richard Dufour, Benoît Favre, Mickael Rouvier, Adrien Bazoge, Yanis Labrak:
Actes du Défi Fouille de Textes@TALN 2024, Toulouse, France, July 8-12, 2024. ATALA and AFPC 2024 [contents] - 2023
- [e1]Florian Boudin, Béatrice Daille, Richard Dufour, Oumaima El Khettari, Maël Houbre, Léane Jourdan, Nihel Kooli:
Actes de CORIA-TALN 2023. Actes de l'atelier "Analyse et Recherche de Textes Scientifiques", ARTS@TALN 2023, Paris, France, June 5-9, 2023. ATALA 2023 [contents]
Informal and Other Publications
- 2024
- [i26]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 abs/2402.10373 (2024) - [i25]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 abs/2402.12036 (2024) - [i24]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 abs/2402.13432 (2024) - [i23]Yanis Labrak, Adrien Bazoge, Béatrice Daille, Mickael Rouvier, Richard Dufour:
How Important Is Tokenization in French Medical Masked Language Models? CoRR abs/2402.15010 (2024) - [i22]Quentin Raymondaud, Mickael Rouvier, Richard Dufour:
Probing the Information Encoded in Neural-based Acoustic Models of Automatic Speech Recognition Systems. CoRR abs/2402.19443 (2024) - [i21]Léane Jourdan, Florian Boudin, Nicolas Hernandez, Richard Dufour:
CASIMIR: A Corpus of Scientific Articles enhanced with Multiple Author-Integrated Revisions. CoRR abs/2403.00241 (2024) - [i20]Yanis Labrak, Adel Moumen, Richard Dufour, Mickael Rouvier:
Zero-Shot End-To-End Spoken Question Answering In Medical Domain. CoRR abs/2406.05876 (2024) - [i19]Arthur Amalvy, Vincent Labatut, Richard Dufour:
Renard: A Modular Pipeline for Extracting Character Networks from Narrative Texts. CoRR abs/2407.02284 (2024) - [i18]Noé Cecillon, Vincent Labatut, Richard Dufour, Nejat Arinik:
Whole-Graph Representation Learning For the Classification of Signed Networks. CoRR abs/2409.20073 (2024) - 2023
- [i17]Arthur Amalvy, Vincent Labatut, Richard Dufour:
Data Augmentation for Robust Character Detection in Fantasy Novels. CoRR abs/2302.04555 (2023) - [i16]Léane Jourdan, Florian Boudin, Richard Dufour, Nicolas Hernandez:
Text revision in Scientific Writing Assistance: An Overview. CoRR abs/2303.16726 (2023) - [i15]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 abs/2304.00958 (2023) - [i14]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 abs/2304.04280 (2023) - [i13]Arthur Amalvy, Vincent Labatut, Richard Dufour:
The Role of Global and Local Context in Named Entity Recognition. CoRR abs/2305.03132 (2023) - [i12]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 abs/2307.12114 (2023) - [i11]Arthur Amalvy, Vincent Labatut, Richard Dufour:
Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset. CoRR abs/2310.10118 (2023) - 2022
- [i10]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 abs/2204.09781 (2022) - 2021
- [i9]Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès:
Graph embeddings for Abusive Language Detection. CoRR abs/2101.02988 (2021) - 2020
- [i8]Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès:
WAC: A Corpus of Wikipedia Conversations for Online Abuse Detection. CoRR abs/2003.06190 (2020) - 2019
- [i7]Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès:
Conversational Networks for Automatic Online Moderation. CoRR abs/1901.11281 (2019) - [i6]Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès:
Abusive Language Detection in Online Conversations by Combining Content-and Graph-based Features. CoRR abs/1905.07894 (2019) - 2017
- [i5]Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori:
Parallel Long Short-Term Memory for Multi-stream Classification. CoRR abs/1702.03402 (2017) - [i4]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 abs/1702.06478 (2017) - [i3]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 abs/1703.06630 (2017) - [i2]Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès:
Impact Of Content Features For Automatic Online Abuse Detection. CoRR abs/1704.03289 (2017) - [i1]Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès:
Graph-based Features for Automatic Online Abuse Detection. CoRR abs/1708.01060 (2017)
Coauthor Index
[j9] [j8] [j7] [j6] [j5] [j4] [j3] [j2] [c66] [c64] [c58] [c57] [c55] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c26] [c25] [c23] [c22] [c21] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c6] [i9] [i8] [i7] [i6] [i5] [i3] [i2] [i1]
Renato De Mori
aka: Renato de Mori
aka: Renato de Mori
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