Richard Dufour

164 papers A* 2A 20B 7C 4Misc 4Journal 52Unranked 71

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Coupling Local Context and Global Semantic Prototypes via a Hierarchical Architecture for Rhetorical Roles Labeling. EACL (Volume 1: Long Papers) Anas Belfathi, Nicolas Hernandez, Laura Monceaux, Warren Bonnard, Mary Catherine Lavissière, Christine Jacquin, Richard Dufour
2026	J	`jnl`	Coupling Local Context and Global Semantic Prototypes via a Hierarchical Architecture for Rhetorical Roles Labeling. CoRR Anas Belfathi, Nicolas Hernandez, Laura Monceaux, Warren Bonnard, Mary Catherine Lavissière, Christine Jacquin, Richard Dufour
2026	J	`jnl`	MedInjection-FR: Exploring the Role of Native, Synthetic, and Translated Data in Biomedical Instruction Tuning. CoRR Ikram Belmadani, Oumaima El Khettari, Pacôme Constant dit Beaufils, Benoît Favre, Richard Dufour
2026	J	`jnl`	Who Judges the Judge? Evaluating LLM-as-a-Judge for French Medical open-ended QA. CoRR Ikram Belmadani, Oumaima El Khettari, Pacôme Constant dit Beaufils, Richard Dufour, Benoît Favre
2025	B	`conf`	A Benchmark of French ASR Systems Based on Error Severity. COLING Antoine Tholly, Jane Wottawa, Mickael Rouvier, Richard Dufour
2025	J	`jnl`	A Benchmark of French ASR Systems Based on Error Severity. CoRR Antoine Tholly, Jane Wottawa, Mickael Rouvier, Richard Dufour
2025	—	`conf`	A Simple but Effective Context Retrieval for Sequential Sentence Classification in Long Legal Documents. ArgMining Anas Belfathi, Nicolas Hernandez, Laura Monceaux, Richard Dufour
2025	B	`conf`	ACL-rlg: A Dataset for Reading List Generation. COLING Julien Aubert-Béduchaud, Florian Boudin, Béatrice Daille, Richard Dufour
2025	J	`jnl`	ACL-rlg: A Dataset for Reading List Generation. CoRR Julien Aubert-Béduchaud, Florian Boudin, Béatrice Daille, Richard Dufour
2025	—	`conf`	An Empirical Analysis of Discrete Unit Representations in Speech Language Modeling Pre-training. TSD (1) Yanis Labrak, Richard Dufour, Mickaël Rouvier
2025	J	`jnl`	An Empirical Analysis of Discrete Unit Representations in Speech Language Modeling Pre-training. CoRR Yanis Labrak, Richard Dufour, Mickaël Rouvier
2025	J	`jnl`	Conversation-Based Multimodal Abuse Detection Through Text and Graph Embeddings. CoRR Noé Cecillon, Vincent Labatut, Richard Dufour
2025	J	`jnl`	Conversation-based multimodal abuse detection through text and graph embeddings. Computing Noé Cecillon, Vincent Labatut, Richard Dufour
2025	—	`conf`	Identifying Reliable Evaluation Metrics for Scientific Text Revision. ACL (1) Léane Jourdan, Nicolas Hernandez, Florian Boudin, Richard Dufour
2025	J	`jnl`	Identifying Reliable Evaluation Metrics for Scientific Text Revision. CoRR Léane Jourdan, Florian Boudin, Richard Dufour, Nicolas Hernandez
2025	J	`jnl`	Improving Social Determinants of Health Documentation in French EHRs Using Large Language Models. CoRR Adrien Bazoge, Pacôme Constant dit Beaufils, Mohammed Hmitouch, Romain Bourcier, Emmanuel Morin, Richard Dufour, Béatrice Daille, Pierre-Antoine Gourraud, Matilde Karakachoff
2025	C	`conf`	Is Selective Masking A Key to Improving Domain Adaptation for Masked Language Model? ICAIL Anas Belfathi, Ygor Gallina, Nicolas Hernandez, Laura Monceaux, Richard Dufour
2025	J	`jnl`	LLM, Reporting In! Medical Information Extraction Across Prompting, Fine-tuning and Post-correction. CoRR Ikram Belmadani, Parisa Nazari Hashemi, Thomas Sebbag, Benoît Favre, Guillaume Fortier, Solen Quiniou, Emmanuel Morin, Richard Dufour
2025	—	`conf`	ParaRev : Building a dataset for Scientific Paragraph Revision annotated with revision instruction. COLING Workshops Léane Jourdan, Florian Boudin, Richard Dufour, Nicolas Hernandez, Akiko Aizawa
2025	J	`jnl`	ParaRev: Building a dataset for Scientific Paragraph Revision annotated with revision instruction. CoRR Léane Jourdan, Nicolas Hernandez, Richard Dufour, Florian Boudin, Akiko Aizawa
2025	—	`conf`	Persistent Homology of Topic Networks for the Prediction of Reader Curiosity. ACL (1) Manuel D. S. Hopp, Vincent Labatut, Arthur Amalvy, Richard Dufour, Hannah Stone, Hayley K. Jach, Kou Murayama
2025	J	`jnl`	Persistent Homology of Topic Networks for the Prediction of Reader Curiosity. CoRR Manuel D. S. Hopp, Vincent Labatut, Arthur Amalvy, Richard Dufour, Hannah Stone, Hayley K. Jach, Kou Murayama
2025	B	`conf`	The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction. COLING Arthur Amalvy, Vincent Labatut, Richard Dufour
2024	—	`conf`	A Comprehensive Analysis of Tokenization and Self-Supervised Learning in End-to-End Automatic Speech Recognition Applied on French Language. EUSIPCO Thibault Bañeras Roux, Mickael Rouvier, Jane Wottawa, Richard Dufour
2024	—	`conf`	A Paradigm for Interpreting Metrics and Measuring Error Severity in Automatic Speech Recognition. TSD (2) Thibault Bañeras Roux, Mickael Rouvier, Jane Wottawa, Richard Dufour
2024	—	`conf`	A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks. LREC/COLING Yanis Labrak, Mickael Rouvier, Richard Dufour
2024	—	`ed.`	Actes du Défi Fouille de Textes@TALN 2024, Toulouse, France, July 8-12, 2024 DEFT@TALN Richard Dufour, Benoît Favre, Mickael Rouvier, Adrien Bazoge, Yanis Labrak
2024	—	`conf`	Adaptation des modèles de langue à des domaines de spécialité par un masquage sélectif fondé sur le genre et les caractéristiques thématiques. TALN (1) Anas Belfathi, Ygor Gallina, Nicolas Hernandez, Laura Monceaux, Richard Dufour
2024	—	`conf`	Apprendre à classer le contexte pour la reconnaissance d'entités nommées en utilisant un jeu de données synthétique. CORIA Arthur Amalvy, Vincent Labatut, Richard Dufour
2024	—	`conf`	BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains. ACL (Findings) Yanis Labrak, Adrien Bazoge, Emmanuel Morin, Pierre-Antoine Gourraud, Mickael Rouvier, Richard Dufour
2024	J	`jnl`	BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains. CoRR Yanis Labrak, Adrien Bazoge, Emmanuel Morin, Pierre-Antoine Gourraud, Mickael Rouvier, Richard Dufour
2024	—	`conf`	CASIMIR: A Corpus of Scientific Articles Enhanced with Multiple Author-Integrated Revisions. LREC/COLING Léane Isabelle Jourdan, Florian Boudin, Nicolas Hernandez, Richard Dufour
2024	J	`jnl`	CASIMIR: A Corpus of Scientific Articles enhanced with Multiple Author-Integrated Revisions. CoRR Léane Jourdan, Florian Boudin, Nicolas Hernandez, Richard Dufour
2024	—	`conf`	DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain. LREC/COLING 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
2024	J	`jnl`	DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain. CoRR 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
2024	—	`conf`	How Important Is Tokenization in French Medical Masked Language Models? LREC/COLING Yanis Labrak, Adrien Bazoge, Béatrice Daille, Mickael Rouvier, Richard Dufour
2024	J	`jnl`	How Important Is Tokenization in French Medical Masked Language Models? CoRR Yanis Labrak, Adrien Bazoge, Béatrice Daille, Mickael Rouvier, Richard Dufour
2024	J	`jnl`	Language Model Adaptation to Specialized Domains through Selective Masking based on Genre and Topical Characteristics. CoRR Anas Belfathi, Ygor Gallina, Nicolas Hernandez, Richard Dufour, Laura Monceaux
2024	J	`jnl`	Probing the Information Encoded in Neural-based Acoustic Models of Automatic Speech Recognition Systems. CoRR Quentin Raymondaud, Mickael Rouvier, Richard Dufour
2024	J	`jnl`	Renard: A Modular Pipeline for Extracting Character Networks from Narrative Texts. CoRR Arthur Amalvy, Vincent Labatut, Richard Dufour
2024	J	`jnl`	Renard: A Modular Pipeline for Extracting Character Networks from Narrative Texts. J. Open Source Softw. Arthur Amalvy, Vincent Labatut, Richard Dufour
2024	J	`jnl`	The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction. CoRR Arthur Amalvy, Vincent Labatut, Richard Dufour
2024	—	`conf`	Tâches et systèmes de sélection automatique de réponses à des QCM dans le domaine médical : Présentation de la campagne DEFT 2024. DEFT@TALN Adrien Bazoge, Yanis Labrak, Richard Dufour, Benoît Favre, Mickael Rouvier
2024	—	`conf`	Un paradigme pour l'interprétation des métriques et pour mesurer la gravité des erreurs de reconnaissance automatique de la parole. TALN (JEP) Thibault Bañeras Roux, Mickael Rouvier, Jane Wottawa, Richard Dufour
2024	J	`jnl`	Whole-Graph Representation Learning For the Classification of Signed Networks. CoRR Noé Cecillon, Vincent Labatut, Richard Dufour, Nejat Arinik
2024	J	`jnl`	Whole-Graph Representation Learning for the Classification of Signed Networks. IEEE Access Noé Cecillon, Vincent Labatut, Richard Dufour, Nejat Arinik
2024	A	`conf`	Zero-Shot End-To-End Spoken Question Answering In Medical Domain. INTERSPEECH Yanis Labrak, Adel Moumen, Richard Dufour, Mickael Rouvier
2024	J	`jnl`	Zero-Shot End-To-End Spoken Question Answering In Medical Domain. CoRR Yanis Labrak, Adel Moumen, Richard Dufour, Mickael Rouvier
2023	J	`jnl`	A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks. CoRR Yanis Labrak, Mickael Rouvier, Richard Dufour
2023	—	`ed.`	Actes de CORIA-TALN 2023. Actes de l'atelier "Analyse et Recherche de Textes Scientifiques", ARTS@TALN 2023, Paris, France, June 5-9, 2023 ARTS@CORIA-TALN Florian Boudin, Béatrice Daille, Richard Dufour, Oumaima El Khettari, Maël Houbre, Léane Jourdan, Nihel Kooli
2023	—	`conf`	CASIMIR : un Corpus d'Articles Scientifiques Intégrant les ModIfications et Révisions des auteurs. ARTS@CORIA-TALN Léane Jourdan, Florian Boudin, Richard Dufour, Nicolas Hernandez
2023	J	`jnl`	Data Augmentation for Robust Character Detection in Fantasy Novels. CoRR Arthur Amalvy, Vincent Labatut, Richard Dufour
2023	—	`conf`	DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains. ACL (1) Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud
2023	J	`jnl`	DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains. CoRR Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud
2023	—	`conf`	DrBERT: Un modèle robuste pré-entraîné en français pour les domaines biomédical et clinique. CORIA-TALN (4) Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud
2023	J	`jnl`	FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain. CoRR Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Béatrice Daille, Pierre-Antoine Gourraud
2023	—	`conf`	HATS : Un jeu de données intégrant la perception humaine appliquée à l'évaluation des métriques de transcription de la parole. CORIA-TALN (4) Thibault Bañeras Roux, Jane Wottawa, Mickael Rouvier, Téva Merlin, Richard Dufour
2023	—	`conf`	HATS: An Open Data Set Integrating Human Perception Applied to the Evaluation of Automatic Speech Recognition Metrics. TSD Thibault Bañeras Roux, Jane Wottawa, Mickael Rouvier, Téva Merlin, Richard Dufour
2023	A*	`conf`	Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset. EMNLP Arthur Amalvy, Vincent Labatut, Richard Dufour
2023	J	`jnl`	Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset. CoRR Arthur Amalvy, Vincent Labatut, Richard Dufour
2023	—	`conf`	MORFITT : Un corpus multi-labels d'articles scientifiques français dans le domaine biomédical. ARTS@CORIA-TALN Yanis Labrak, Mickael Rouvier, Richard Dufour
2023	—	`conf`	Projet NaviTerm : navigation terminologique pour une montée en compétence rapide et personnalisée sur un domaine de recherche. ARTS@CORIA-TALN Florian Boudin, Richard Dufour, Béatrice Daille
2023	—	`conf`	Text revision in Scientific Writing Assistance: A Review. BIR@ECIR Léane Jourdan, Florian Boudin, Richard Dufour, Nicolas Hernandez
2023	J	`jnl`	Text revision in Scientific Writing Assistance: An Overview. CoRR Léane Jourdan, Florian Boudin, Richard Dufour, Nicolas Hernandez
2023	—	`conf`	The Role of Global and Local Context in Named Entity Recognition. ACL (2) Arthur Amalvy, Vincent Labatut, Richard Dufour
2023	J	`jnl`	The Role of Global and Local Context in Named Entity Recognition. CoRR Arthur Amalvy, Vincent Labatut, Richard Dufour
2022	—	`conf`	ANTILLES: An Open French Linguistically Enriched Part-of-Speech Corpus. TSD Yanis Labrak, Richard Dufour
2022	—	`conf`	Data Augmentation for Robust Character Detection in Fantasy Novels. COMHUM Arthur Amalvy, Vincent Labatut, Richard Dufour
2022	—	`conf`	FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain. LOUHI@EMNLP Yanis Labrak, Adrien Bazoge, Richard Dufour, Béatrice Daille, Pierre-Antoine Gourraud, Emmanuel Morin, Mickael Rouvier
2022	—	`conf`	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 Thibault Bañeras Roux, Mickael Rouvier, Jane Wottawa, Richard Dufour
2022	J	`jnl`	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 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
2022	J	`jnl`	Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. CoRR 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
2022	A	`conf`	Qualitative Evaluation of Language Model Rescoring in Automatic Speech Recognition. INTERSPEECH Thibault Bañeras Roux, Mickael Rouvier, Jane Wottawa, Richard Dufour
2022	—	`conf`	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 Arthur Amalvy, Vincent Labatut, Richard Dufour
2021	—	`conf`	Assessing Speaker-Independent Character Information for Acted Voices. SPECOM Mathias Quillot, Richard Dufour, Jean-François Bonastre
2021	J	`jnl`	Graph Embeddings for Abusive Language Detection. SN Comput. Sci. Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès
2021	J	`jnl`	Graph embeddings for Abusive Language Detection. CoRR Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès
2021	—	`conf`	Influence of Speaker Pre-training on Character Voice Representation. SPECOM Mathias Quillot, Jarod Duret, Richard Dufour, Mickael Rouvier, Jean-François Bonastre
2020	B	`conf`	A Multimodal Educational Corpus of Oral Courses: Annotation, Analysis and Case Study. LREC Salima Mdhaffar, Yannick Estève, Antoine Laurent, Nicolas Hernandez, Richard Dufour, Delphine Charlet, Géraldine Damnati, Solen Quiniou, Nathalie Camelin
2020	—	`conf`	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) Adrien Gresse, Mathias Quillot, Richard Dufour, Jean-François Bonastre
2020	—	`conf`	La voix actée : pratiques, enjeux, applications (Acted voice : practices, challenges, applications). JEP-TALN-RECITAL (1) Mathias Quillot, Lauriane Guillou, Adrien Gresse, Rafaël Ferro, Raphaël Roth, Damien Malinas, Richard Dufour, Axel Roebel, Nicolas Obin, Jean-François Bonastre, Emmanuel Ethis
2020	A	`conf`	Learning Voice Representation Using Knowledge Distillation for Automatic Voice Casting. INTERSPEECH Adrien Gresse, Mathias Quillot, Richard Dufour, Jean-François Bonastre
2020	—	`conf`	Review of different robust x-vector extractors for speaker verification. EUSIPCO Mickael Rouvier, Richard Dufour, Pierre-Michel Bousquet
2020	—	`book`	Traitement Automatique du Langage : Études et apports aux frontières de l'interdisciplinarité. Richard Dufour
2020	—	`conf`	Tuning Graph2vec with Node Labels for Abuse Detection in Online Conversations (extended abstract). MARAMI Noé Cecillon, Richard Dufour, Vincent Labatut, Georges Linarès
2020	B	`conf`	WAC: A Corpus of Wikipedia Conversations for Online Abuse Detection. LREC Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès
2020	J	`jnl`	WAC: A Corpus of Wikipedia Conversations for Online Abuse Detection. CoRR Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès
2019	J	`jnl`	Abusive Language Detection in Online Conversations by Combining Content- and Graph-Based Features. Frontiers Big Data Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès
2019	J	`jnl`	Abusive Language Detection in Online Conversations by Combining Content-and Graph-based Features. CoRR Noé Cecillon, Vincent Labatut, Richard Dufour, Georges Linarès
2019	J	`jnl`	Conversational Networks for Automatic Online Moderation. CoRR Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès
2019	J	`jnl`	Conversational Networks for Automatic Online Moderation. IEEE Trans. Comput. Soc. Syst. Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès
2019	A	`conf`	Qualitative Evaluation of ASR Adaptation in a Lecture Context: Application to the PASTEL Corpus. INTERSPEECH Salima Mdhaffar, Yannick Estève, Nicolas Hernandez, Antoine Laurent, Richard Dufour, Solen Quiniou
2019	Misc	`conf`	Similarity Metric Based on Siamese Neural Networks for Voice Casting. ICASSP Adrien Gresse, Mathias Quillot, Richard Dufour, Vincent Labatut, Jean-François Bonastre
2018	—	`conf`	LIA@CLEF 2018: Mining Events Opinion Argumentation from Raw Unlabeled Twitter Data using Convolutional Neural Network. CLEF (Working Notes) Richard Dufour, Mickael Rouvier, Alexandre Delorme, Damien Malinas
2017	A	`conf`	Acoustic Pairing of Original and Dubbed Voices in the Context of Video Game Localization. INTERSPEECH Adrien Gresse, Mickael Rouvier, Richard Dufour, Vincent Labatut, Jean-François Bonastre
2017	J	`jnl`	Automatic Text Summarization Approaches to Speed up Topic Model Learning Process. CoRR Mohamed Morchid, Juan-Manuel Torres-Moreno, Richard Dufour, Javier Ramírez-Rodríguez, Georges Linarès
2017	J	`jnl`	Denoised Bottleneck Features From Deep Autoencoders for Telephone Conversation Analysis. IEEE ACM Trans. Audio Speech Lang. Process. Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
2017	—	`conf`	Detection of abusive messages in an on-line community. CORIA Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès
2017	—	`conf`	Exploring Temporal Analysis of Tweet Content from Cultural Events. SLSP Mathias Quillot, Cassandre Ollivier, Richard Dufour, Vincent Labatut
2017	—	`conf`	Graph-Based Features for Automatic Online Abuse Detection. SLSP Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès
2017	J	`jnl`	Graph-based Features for Automatic Online Abuse Detection. CoRR Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès
2017	J	`jnl`	Impact Of Content Features For Automatic Online Abuse Detection. CoRR Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès
2017	—	`conf`	Impact of Content Features for Automatic Online Abuse Detection. CICLing (2) Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linarès
2017	J	`jnl`	Parallel Long Short-Term Memory for Multi-stream Classification. CoRR Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
2017	J	`jnl`	Systèmes du LIA à DEFT'13. CoRR 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
2016	—	`conf`	A log-linear weighting approach in the Word2vec space for spoken language understanding. SLT Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès
2016	—	`conf`	Auto-encodeurs pour la compréhension de documents parlés (Auto-encoders for Spoken Document Understanding). JEP-TALN-RECITAL (1) Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
2016	J	`jnl`	Automatic Text Summarization Approaches to Speed up Topic Model Learning Process. Int. J. Comput. Linguistics Appl. Mohamed Morchid, Juan-Manuel Torres-Moreno, Richard Dufour, Javier Ramírez-Rodríguez, Georges Linarès
2016	A	`conf`	Deep Stacked Autoencoders for Spoken Language Understanding. INTERSPEECH Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
2016	J	`jnl`	Impact of Word Error Rate on theme identification task of highly imperfect human-human conversations. Comput. Speech Lang. Mohamed Morchid, Richard Dufour, Georges Linarès
2016	—	`conf`	Improving multi-stream classification by mapping sequence-embedding in a high dimensional space. SLT Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès
2016	—	`conf`	Parallel Long Short-Term Memory for multi-stream classification. SLT Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
2016	—	`conf`	Quaternion Neural Networks for Spoken Language Understanding. SLT Titouan Parcollet, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès, Renato De Mori
2016	—	`conf`	Réseaux de neurones pour la représentation des contextes continus des mots. CORIA-CIFED Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès
2016	A	`conf`	Spoken Language Understanding in a Latent Topic-Based Subspace. INTERSPEECH Mohamed Morchid, Mohamed Bouaziz, Waad Ben Kheder, Killian Janod, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès
2016	—	`conf`	Tracking dialog states using an Author-Topic based representation. SLT Richard Dufour, Mohamed Morchid, Titouan Parcollet
2016	—	`conf`	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) Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Prosper Correa
2016	—	`conf`	Un Sous-espace Thématique Latent pour la Compréhension du Langage Parlé (A Latent Topic-based Subspace for Spoken Language Understanding). JEP-TALN-RECITAL (1) Mohamed Bouaziz, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Killian Janod, Waad Ben Kheder, Georges Linarès
2015	A	`conf`	A comparison of normalization techniques applied to latent space representations for speech analytics. INTERSPEECH Mohamed Morchid, Richard Dufour, Driss Matrouf
2015	—	`conf`	Apport de l'information temporelle des contextes pour la représentation vectorielle continue des mots. TALN Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès
2015	J	`jnl`	Compact Multiview Representation of Documents Based on the Total Variability Space. IEEE ACM Trans. Audio Speech Lang. Process. Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori
2015	—	`conf`	Identification de personnes dans des flux multimédia. CORIA 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
2015	—	`conf`	Initialisation de Réseaux de Neurones à l'aide d'un Espace Thématique. TALN Mohamed Morchid, Richard Dufour, Georges Linarès
2015	—	`conf`	Integration of Word and Semantic Features for Theme Identification in Telephone Conversations. IWSDS Yannick Estève, Mohamed Bouallegue, Carole Lailler, Mohamed Morchid, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori
2015	—	`conf`	Latent Topic Model Based Representations for a Robust Theme Identification of Highly Imperfect Automatic Transcriptions. CICLing (2) Mohamed Morchid, Richard Dufour, Georges Linarès, Youssef Hamadi
2015	C	`conf`	Topic-space based setup of a neural network for theme identification of highly imperfect transcriptions. ASRU Mohamed Morchid, Richard Dufour, Georges Linarès
2014	—	`conf`	A Combined Thematic and Acoustic Approach for a Music Recommendation Service in TV Commercials. ISMIR Mohamed Morchid, Richard Dufour, Georges Linarès
2014	B	`conf`	A LDA-based Topic Classification Approach from highly Imperfect Automatic Transcriptions. LREC Mohamed Morchid, Richard Dufour, Georges Linarès
2014	—	`conf`	A topic-based approach for post-processing correction of automatic translations. IWSLT (Evaluation Campaign) Mohamed Morchid, Stéphane Huet, Richard Dufour
2014	A*	`conf`	An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents. EMNLP Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori
2014	—	`conf`	Author-topic based representation of call-center conversations. SLT Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès
2014	B	`conf`	Characterizing and Predicting Bursty Events: The Buzz Case Study on Twitter. LREC Mohamed Morchid, Georges Linarès, Richard Dufour
2014	J	`jnl`	Characterizing and detecting spontaneous speech: Application to speaker role recognition. Speech Commun. Richard Dufour, Yannick Estève, Paul Deléglise
2014	A	`conf`	Factor analysis based semantic variability compensation for automatic conversation representation. INTERSPEECH Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, Renato De Mori
2014	J	`jnl`	Feature selection using Principal Component Analysis for massive retweet detection. Pattern Recognit. Lett. Mohamed Morchid, Richard Dufour, Pierre-Michel Bousquet, Georges Linarès, Juan-Manuel Torres-Moreno
2014	—	`conf`	Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling. CrowdMM Babak Loni, Jonathon S. Hare, Mihai Georgescu, Michael Riegler, Xiaofei Zhu, Mohamed Morchid, Richard Dufour, Martha A. Larson
2014	A	`conf`	I-vector based representation of highly imperfect automatic transcriptions. INTERSPEECH Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori
2014	Misc	`conf`	Improving dialogue classification using a topic space representation and a Gaussian classifier based on the decision rule. ICASSP Mohamed Morchid, Richard Dufour, Pierre-Michel Bousquet, Mohamed Bouallegue, Georges Linarès, Renato De Mori
2014	A	`conf`	Multimodal understanding for person recognition in video broadcasts. INTERSPEECH 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
2014	—	`conf`	SuMACC Project's Corpus - A Topic-Based Query Extension Approach to Retrieve Multimedia Documents. TSD Mohamed Morchid, Richard Dufour, Usman Farrokh Niaz, Francis Bouvier, Clément de Groc, Claude de Loupy, Georges Linarès, Bernard Mérialdo, Bertrand Peralta
2014	A	`conf`	Subspace Gaussian mixture models for dialogues classification. INTERSPEECH Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, Renato De Mori
2014	A	`conf`	Theme identification in human-human conversations with features from specific speaker type hidden spaces. INTERSPEECH Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Renato De Mori
2013	A	`conf`	Combining acoustic name spotting and continuous context models to improve spoken person name recognition in speech. INTERSPEECH Benjamin Bigot, Grégory Senay, Georges Linarès, Corinne Fredouille, Richard Dufour
2013	C	`conf`	Event detection from image hosting services by slightly-supervised multi-span context models. CBMI Mohamed Morchid, Richard Dufour, Georges Linarès
2013	—	`conf`	LIA @ MediaEval 2013 Crowdsourcing Task: Metadata or not Metadata? That is a Fashion Question. MediaEval Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Driss Matrouf
2013	—	`conf`	LIA @ MediaEval 2013 MusiClef Task: A Combined Thematic and Acoustic Approach. MediaEval Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Driss Matrouf
2013	—	`conf`	LIA @ MediaEval 2013 Spoken Web Search Task: An I-Vector based Approach. MediaEval Mohamed Bouallegue, Grégory Senay, Mohamed Morchid, Driss Matrouf, Georges Linarès, Richard Dufour
2013	—	`conf`	LIA@RepLab 2013. CLEF (Working Notes) Jean-Valère Cossu, Benjamin Bigot, Ludovic Bonnefoy, Mohamed Morchid, Xavier Bost, Grégory Senay, Richard Dufour, Vincent Bouvier, Juan-Manuel Torres-Moreno, Marc El-Bèze
2013	—	`conf`	PERCOLI: A Person Identification System for the 2013 REPERE Challenge. SLAM@INTERSPEECH 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
2013	Misc	`conf`	Person name recognition in ASR outputs using continuous context models. ICASSP Benjamin Bigot, Grégory Senay, Georges Linarès, Corinne Fredouille, Richard Dufour
2013	A	`conf`	Person name spotting by combining acoustic matching and LDA topic models. INTERSPEECH Grégory Senay, Benjamin Bigot, Richard Dufour, Georges Linarès, Corinne Fredouille
2012	Misc	`conf`	Automatic error region detection and characterization in LVCSR transcriptions of TV news shows. ICASSP Richard Dufour, Géraldine Damnati, Delphine Charlet
2012	A	`conf`	Automatic transcription error recovery for Person Name Recognition. INTERSPEECH Richard Dufour, Géraldine Damnati, Delphine Charlet, Frédéric Béchet
2012	—	`conf`	Combinaison d'approches pour la reconnaissance du rôle des locuteurs (Combination of approaches for speaker role recognition) [in French]. JEP-TALN-RECITAL 2012 Richard Dufour, Antoine Laurent, Yannick Estève
2012	—	`conf`	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 Richard Dufour, Géraldine Damnati, Delphine Charlet
2011	A	`conf`	Investigation of Spontaneous Speech Characterization Applied to Speaker Role Recognition. INTERSPEECH Richard Dufour, Yannick Estève, Paul Deléglise
2010	A	`conf`	A language-identification inspired method for spontaneous speech detection. INTERSPEECH Mickael Rouvier, Richard Dufour, Georges Linarès, Yannick Estève
2010	—	`conf`	Automatic indexing of speech segments with spontaneity levels on large audio database. SSCS@MM Richard Dufour, Yannick Estève, Paul Deléglise
2010	A	`conf`	Semi-supervised part-of-speech tagging in speech applications. INTERSPEECH Richard Dufour, Benoît Favre
2010	—	`—`	Transcription automatique de la parole spontanée. (Automatic transcription of spontaneous speech). Richard Dufour
2010	A	`conf`	Unsupervised model adaptation on targeted speech segments for LVCSR system combination. INTERSPEECH Richard Dufour, Fethi Bougares, Yannick Estève, Paul Deléglise
2009	C	`conf`	Local and global models for spontaneous speech segment detection and characterization. ASRU Richard Dufour, Yannick Estève, Paul Deléglise, Frédéric Béchet
2008	—	`conf`	Correcting asr outputs: Specific solutions to specific errors in French. SLT Richard Dufour, Yannick Estève
2008	—	`conf`	From prepared speech to spontaneous speech recognition system: a comparative study applied to French language. CSTST Richard Dufour