| 2026 | ACL | Towards Reliable Paper Contributions Annotation in the ACL Rolling Review. | Julien Aubert-Bduchaud, Florian Boudin, Akiko Aizawa, Batrice Daille, Richard Dufour |
| 2026 | EACL | Coupling Local Context and Global Semantic Prototypes via a Hierarchical Architecture for Rhetorical Roles Labeling. | Anas Belfathi, Nicolas Hernandez, Laura Monceaux, Warren Bonnard, Mary Catherine Lavissire, Christine Jacquin, Richard Dufour |
| 2026 | LREC | MedInjection-FR: Exploring the Role of Native, Synthetic, and Translated Data in Biomedical Instruction Tuning. | Ikram Belmadani, Oumaima El Khettari, Pacme Constant dit Beaufils, Benot Favre, Richard Dufour |
| 2025 | ACL | 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 |
| 2025 | ACL | Identifying Reliable Evaluation Metrics for Scientific Text Revision. | Lane Jourdan, Nicolas Hernandez, Florian Boudin, Richard Dufour |
| 2025 | COLING | The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction. | Arthur Amalvy, Vincent Labatut, Richard Dufour |
| 2025 | COLING | ACL-rlg: A Dataset for Reading List Generation. | Julien Aubert-Bduchaud, Florian Boudin, Batrice Daille, Richard Dufour |
| 2025 | COLING | ParaRev : Building a dataset for Scientific Paragraph Revision annotated with revision instruction. | Lane Jourdan, Florian Boudin, Richard Dufour, Nicolas Hernandez, Akiko Aizawa |
| 2025 | COLING | A Benchmark of French ASR Systems Based on Error Severity. | Antoine Tholly, Jane Wottawa, Mickael Rouvier, Richard Dufour |
| 2025 | ICAIL | Is Selective Masking A Key to Improving Domain Adaptation for Masked Language Model? | Anas Belfathi, Ygor Gallina, Nicolas Hernandez, Laura Monceaux, Richard Dufour |
| 2024 | ACL | 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 |
| 2024 | COLING | CASIMIR: A Corpus of Scientific Articles Enhanced with Multiple Author-Integrated Revisions. | Lane Isabelle Jourdan, Florian Boudin, Nicolas Hernandez, Richard Dufour |
| 2024 | COLING | How Important Is Tokenization in French Medical Masked Language Models? | Yanis Labrak, Adrien Bazoge, Batrice Daille, Mickael Rouvier, Richard Dufour |
| 2024 | COLING | DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain. | Yanis Labrak, Adrien Bazoge, Oumaima El Khettari, Mickael Rouvier, Pacme Constant dit Beaufils, Natalia Grabar, Batrice Daille, Solen Quiniou, Emmanuel Morin, Pierre-Antoine Gourraud, Richard Dufour |
| 2024 | COLING | 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 |
| 2024 | Interspeech | Zero-Shot End-To-End Spoken Question Answering In Medical Domain. | Yanis Labrak, Adel Moumen, Richard Dufour, Mickael Rouvier |
| 2023 | ACL | The Role of Global and Local Context in Named Entity Recognition. | Arthur Amalvy, Vincent Labatut, Richard Dufour |
| 2023 | ACL | DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains. | Yanis Labrak, Adrien Bazoge, Richard Dufour, Mickael Rouvier, Emmanuel Morin, Batrice Daille, Pierre-Antoine Gourraud |
| 2023 | EMNLP | Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset. | Arthur Amalvy, Vincent Labatut, Richard Dufour |
| 2022 | Interspeech | Qualitative Evaluation of Language Model Rescoring in Automatic Speech Recognition. | Thibault Baeras-Roux, Mickael Rouvier, Jane Wottawa, Richard Dufour |
| 2020 | Interspeech | Learning Voice Representation Using Knowledge Distillation for Automatic Voice Casting. | Adrien Gresse, Mathias Quillot, Richard Dufour, Jean-Franois Bonastre |
| 2020 | LREC | WAC: A Corpus of Wikipedia Conversations for Online Abuse Detection. | No Cecillon, Vincent Labatut, Richard Dufour, Georges Linars |
| 2020 | LREC | A Multimodal Educational Corpus of Oral Courses: Annotation, Analysis and Case Study. | Salima Mdhaffar, Yannick Estve, Antoine Laurent, Nicolas Hernandez, Richard Dufour, Delphine Charlet, Graldine Damnati, Solen Quiniou, Nathalie Camelin |
| 2019 | ICASSP | Similarity Metric Based on Siamese Neural Networks for Voice Casting. | Adrien Gresse, Mathias Quillot, Richard Dufour, Vincent Labatut, Jean-Franois Bonastre |
| 2019 | Interspeech | Qualitative Evaluation of ASR Adaptation in a Lecture Context: Application to the PASTEL Corpus. | Salima Mdhaffar, Yannick Estve, Nicolas Hernandez, Antoine Laurent, Richard Dufour, Solen Quiniou |
| 2017 | CICLING | Impact of Content Features for Automatic Online Abuse Detection. | Etienne Papegnies, Vincent Labatut, Richard Dufour, Georges Linars |
| 2017 | Interspeech | Acoustic Pairing of Original and Dubbed Voices in the Context of Video Game Localization. | Adrien Gresse, Mickael Rouvier, Richard Dufour, Vincent Labatut, Jean-Franois Bonastre |
| 2016 | Interspeech | Deep Stacked Autoencoders for Spoken Language Understanding. | Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linars, Renato De Mori |
| 2016 | Interspeech | Spoken Language Understanding in a Latent Topic-Based Subspace. | Mohamed Morchid, Mohamed Bouaziz, Waad Ben Kheder, Killian Janod, Pierre-Michel Bousquet, Richard Dufour, Georges Linars |
| 2015 | ASRU | Topic-space based setup of a neural network for theme identification of highly imperfect transcriptions. | Mohamed Morchid, Richard Dufour, Georges Linars |
| 2015 | CICLING | Latent Topic Model Based Representations for a Robust Theme Identification of Highly Imperfect Automatic Transcriptions. | Mohamed Morchid, Richard Dufour, Georges Linars, Youssef Hamadi |
| 2015 | Interspeech | A comparison of normalization techniques applied to latent space representations for speech analytics. | Mohamed Morchid, Richard Dufour, Driss Matrouf |
| 2015 | SP | Integration of Word and Semantic Features for Theme Identification in Telephone Conversations. | Yannick Estve, Mohamed Bouallegue, Carole Lailler, Mohamed Morchid, Richard Dufour, Georges Linars, Driss Matrouf, Renato De Mori |
| 2014 | EMNLP | An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents. | Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linars, Driss Matrouf, Renato de Mori |
| 2014 | ICASSP | 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 Linars, Renato De Mori |
| 2014 | Interspeech | Multimodal understanding for person recognition in video broadcasts. | Frdric Bchet, Meriem Bendris, Delphine Charlet, Graldine Damnati, Benot Favre, Mickael Rouvier, Rmi Auguste, Benjamin Bigot, Richard Dufour, Corinne Fredouille, Georges Linars, Jean Martinet, Grgory Senay, Pierre Tirilly |
| 2014 | Interspeech | Subspace Gaussian mixture models for dialogues classification. | Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linars, Renato De Mori |
| 2014 | Interspeech | Factor analysis based semantic variability compensation for automatic conversation representation. | Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linars, Renato De Mori |
| 2014 | Interspeech | I-vector based representation of highly imperfect automatic transcriptions. | Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linars, Driss Matrouf, Renato De Mori |
| 2014 | Interspeech | Theme identification in human-human conversations with features from specific speaker type hidden spaces. | Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linars, Renato De Mori |
| 2014 | LREC | A LDA-based Topic Classification Approach from highly Imperfect Automatic Transcriptions. | Mohamed Morchid, Richard Dufour, Georges Linars |
| 2014 | LREC | Characterizing and Predicting Bursty Events: The Buzz Case Study on Twitter. | Mohamed Morchid, Georges Linars, Richard Dufour |
| 2013 | CBMI | Event detection from image hosting services by slightly-supervised multi-span context models. | Mohamed Morchid, Richard Dufour, Georges Linars |
| 2013 | ICASSP | Person name recognition in ASR outputs using continuous context models. | Benjamin Bigot, Grgory Senay, Georges Linars, Corinne Fredouille, Richard Dufour |
| 2013 | Interspeech | Combining acoustic name spotting and continuous context models to improve spoken person name recognition in speech. | Benjamin Bigot, Grgory Senay, Georges Linars, Corinne Fredouille, Richard Dufour |
| 2013 | Interspeech | PERCOLI: A Person Identification System for the 2013 REPERE Challenge. | Benot Favre, Graldine Damnati, Frdric Bchet, Meriem Bendris, Delphine Charlet, Rmi Auguste, Stphane Ayache, Benjamin Bigot, Alexandre Delteil, Richard Dufour, Corinne Fredouille, Georges Linars, Jean Martinet, Grgory Senay, Pierre Tirilly |
| 2013 | Interspeech | Person name spotting by combining acoustic matching and LDA topic models. | Grgory Senay, Benjamin Bigot, Richard Dufour, Georges Linars, Corinne Fredouille |
| 2012 | ICASSP | Automatic error region detection and characterization in LVCSR transcriptions of TV news shows. | Richard Dufour, Graldine Damnati, Delphine Charlet |
| 2012 | Interspeech | Automatic transcription error recovery for Person Name Recognition. | Richard Dufour, Graldine Damnati, Delphine Charlet, Frdric Bchet |
| 2011 | Interspeech | Investigation of Spontaneous Speech Characterization Applied to Speaker Role Recognition. | Richard Dufour, Yannick Estve, Paul Delglise |
| 2010 | Interspeech | Unsupervised model adaptation on targeted speech segments for LVCSR system combination. | Richard Dufour, Fethi Bougares, Yannick Estve, Paul Delglise |
| 2010 | Interspeech | Semi-supervised part-of-speech tagging in speech applications. | Richard Dufour, Benot Favre |
| 2010 | Interspeech | A language-identification inspired method for spontaneous speech detection. | Mickael Rouvier, Richard Dufour, Georges Linars, Yannick Estve |
| 2009 | ASRU | Local and global models for spontaneous speech segment detection and characterization. | Richard Dufour, Yannick Estve, Paul Delglise, Frdric Bchet |