| 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 |
| 2026 | LREC | CareMedEval Dataset: Evaluating Critical Appraisal and Reasoning in the Biomedical Field. | Doria Bonzi, Alexandre Guiggi, Frdric Bchet, Carlos Ramisch, Benot Favre |
| 2025 | ACL | Statistical Deficiency for Task Inclusion Estimation. | Loc Fosse, Frdric Bchet, Benot Favre, Graldine Damnati, Gwnol Lecorv, Maxime Darrin, Philippe Formont, Pablo Piantanida |
| 2025 | RANLP | Comparative Analysis of Human and Large Language Model Performance in Pharmacology Multiple-Choice Questions. | Ricardo Rodriguez, Stphane Huet, Benot Favre, Mickael Rouvier |
| 2024 | CogSci | Analysing Communicative Intent Coordination in Child-Caregiver Interactions. | Abhishek Agrawal, Benot Favre, Abdellah Fourtassi |
| 2024 | COLING | Automatic Coding of Contingency in Child-Caregiver Conversations. | Abhishek Agrawal, Mitja Nikolaus, Benot Favre, Abdellah Fourtassi |
| 2024 | COLING | CHICA: A Developmental Corpus of Child-Caregiver's Face-to-face vs. Video Call Conversations in Middle Childhood. | Dhia-Elhak Goumri, Abhishek Agrawal, Mitja Nikolaus, Hong Duc Thang Vu, Kbra Bodur, Elias Emmar, Cassandre Armand, Chiara Mazzocconi, Shreejata Gupta, Laurent Prvot, Benot Favre, Leonor Becerra-Bonache, Abdellah Fourtassi |
| 2024 | Interspeech | Unified Framework for Spoken Language Understanding and Summarization in Task-Based Human Dialog processing. | Eunice Akani, Frdric Bchet, Benot Favre, Romain Gemignani |
| 2024 | Interspeech | Investigating self-supervised speech models' ability to classify animal vocalizations: The case of gibbon's vocal signatures. | Jules Cauzinille, Benot Favre, Ricard Marxer, Dena J. Clink, Abdul Hamid Ahmad, Arnaud Rey |
| 2023 | CogSci | Development of Multimodal Turn Coordination in Conversations: Evidence for Adult-like behavior in Middle Childhood. | Abhishek Agrawal, Jing Liu, Kbra Bodur, Benot Favre, Abdellah Fourtassi |
| 2023 | INLG | Reducing named entity hallucination risk to ensure faithful summary generation. | Eunice Akani, Benot Favre, Frdric Bchet, Romain Gemignani |
| 2023 | OZCHI | Designing Interaction with AI for Human Learning: Towards Human-Machine Teaming in Radiology Training. | Margot Brereton, Aloha May Hufana Ambe, David R. Lovell, Laurianne Sitbon, Tara Capel, Alessandro Soro, Yue Xu, Catarina Moreira, Benot Favre, Andrew P. Bradley |
| 2022 | AAAI | Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic. | Simon Lupart, Benot Favre, Vassilina Nikoulina, Salah Ait-Mokhtar |
| 2022 | AAAI | Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective. | Emmanuelle Salin, Badreddine Farah, Stphane Ayache, Benot Favre |
| 2022 | EMNLP | Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? | Mitja Nikolaus, Emmanuelle Salin, Stphane Ayache, Abdellah Fourtassi, Benot Favre |
| 2022 | Interspeech | ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks. | Valentin Pelloin, Franck Dary, Nicolas Herv, Benot Favre, Nathalie Camelin, Antoine Laurent, Laurent Besacier |
| 2022 | SIGdial | "Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking. | Lo Jacqmin, Lina Maria Rojas-Barahona, Benot Favre |
| 2020 | CHIIR | Designing an IIR Research Apparatus with Users with Severe Intellectual Disability. | Filip Bircanin, Laurianne Sitbon, Benot Favre, Margot Brereton |
| 2020 | CHIIR | Engaging the Abilities of Participants with Intellectual Disabilityin IIR Research. | Laurianne Sitbon, Benot Favre, Margot Brereton, Stewart Koplick, Lauren Fell |
| 2020 | CHIIR | A Framework for Information Accessibility in Large Video Repositories. | Laurianne Sitbon, Benot Favre, Jinglan Zhang, Andrew A. Bayor, Stewart Koplick, Filip Bircanin, Margot Brereton |
| 2020 | Interspeech | Neural Representations of Dialogical History for Improving Upcoming Turn Acoustic Parameters Prediction. | Simone Fuscone, Benot Favre, Laurent Prvot |
| 2020 | SIGdial | Filtering conversations through dialogue acts labels for improving corpus-based convergence studies. | Simone Fuscone, Benot Favre, Laurent Prvot |
| 2019 | ICASSP | Can We Predict Self-reported Customer Satisfaction from Interactions? | Jrmy Auguste, Delphine Charlet, Graldine Damnati, Frdric Bchet, Benot Favre |
| 2019 | IWANN | Visual Disambiguation of Prepositional Phrase Attachments: Multimodal Machine Learning for Syntactic Analysis Correction. | Sebastien Delecraz, Leonor Becerra-Bonache, Alexis Nasr, Frdric Bchet, Benot Favre |
| 2019 | NAACL | Robust Semantic Parsing with Adversarial Learning for Domain Generalization. | Gabriel Marzinotto, Graldine Damnati, Frdric Bchet, Benot Favre |
| 2019 | NAACL | Typological Features for Multilingual Delexicalised Dependency Parsing. | Manon Scholivet, Franck Dary, Alexis Nasr, Benot Favre, Carlos Ramisch |
| 2018 | LREC | Adding Syntactic Annotations to Flickr30k Entities Corpus for Multimodal Ambiguous Prepositional-Phrase Attachment Resolution. | Sebastien Delecraz, Alexis Nasr, Frdric Bchet, Benot Favre |
| 2016 | ICASSP | Investigation of speaker embeddings for cross-show speaker diarization. | Mickael Rouvier, Benot Favre |
| 2016 | Interspeech | Joint Syntactic and Semantic Analysis with a Multitask Deep Learning Framework for Spoken Language Understanding. | Jrmie Tafforeau, Frdric Bchet, Thierry Artires, Benot Favre |
| 2016 | Interspeech | Beyond Utterance Extraction: Summary Recombination for Speech Summarization. | Jrmy Trione, Benot Favre, Frdric Bchet |
| 2016 | LREC | Summarizing Behaviours: An Experiment on the Annotation of Call-Centre Conversations. | Morena Danieli, Balamurali A. R., Evgeny A. Stepanov, Benot Favre, Frdric Bchet, Giuseppe Riccardi |
| 2016 | LREC | A Document Repository for Social Media and Speech Conversations. | Adam Funk, Robert J. Gaizauskas, Benot Favre |
| 2016 | LREC | Word Embedding Evaluation and Combination. | Sahar Ghannay, Benot Favre, Yannick Estve, Nathalie Camelin |
| 2015 | ASRU | Multimodal embedding fusion for robust speaker role recognition in video broadcast. | Mickael Rouvier, Sebastien Delecraz, Benot Favre, Meriem Bendris, Frdric Bchet |
| 2015 | EMNLP | Concept-based Summarization using Integer Linear Programming: From Concept Pruning to Multiple Optimal Solutions. | Florian Boudin, Hugo Mougard, Benot Favre |
| 2015 | Interspeech | "speech is silver, but silence is golden": improving speech-to-speech translation performance by slashing users input. | Frdric Bchet, Benot Favre, Mickael Rouvier |
| 2015 | Interspeech | Adapting lexical representation and OOV handling from written to spoken language with word embedding. | Jrmie Tafforeau, Thierry Artires, Benot Favre, Frdric Bchet |
| 2015 | SIGdial | Call Centre Conversation Summarization: A Pilot Task at Multiling 2015. | Benot Favre, Evgeny A. Stepanov, Jrmy Trione, Frdric Bchet, Giuseppe Riccardi |
| 2015 | SIGdial | MultiLing 2015: Multilingual Summarization of Single and Multi-Documents, On-line Fora, and Call-center Conversations. | George Giannakopoulos, Jeff Kubina, John M. Conroy, Josef Steinberger, Benot Favre, Mijail A. Kabadjov, Udo Kruschwitz, Massimo Poesio |
| 2014 | CBMI | Scene understanding for identifying persons in TV shows: Beyond face authentication. | Mickael Rouvier, Benot Favre, Meriem Bendris, Delphine Charlet, Graldine Damnati |
| 2014 | ICASSP | Retrieving the syntactic structure of erroneous ASR transcriptions for open-domain Spoken Language Understanding. | Frdric Bchet, Benot Favre, Alexis Nasr, Mathieu Morey |
| 2014 | ICASSP | Multiple-view constrained clustering for unsupervised face identification in TV-broadcast. | Meriem Bendris, Benot Favre, Delphine Charlet, Graldine Damnati, Rmi Auguste |
| 2014 | ICASSP | Reranked aligners for interactive transcript correction. | Benot Favre, Mickael Rouvier, Frdric Bchet |
| 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 | Adapting dependency parsing to spontaneous speech for open domain spoken language understanding. | Frdric Bchet, Alexis Nasr, Benot Favre |
| 2014 | Interspeech | Person name recognition and linking from overlay text in TV broadcast shows. | Graldine Damnati, Benot Favre, Frdric Bchet, Delphine Charlet |
| 2014 | Interspeech | Speaker adaptation of DNN-based ASR with i-vectors: does it actually adapt models to speakers? | Mickael Rouvier, Benot Favre |
| 2014 | LREC | A Repository of State of the Art and Competitive Baseline Summaries for Generic News Summarization. | Kai Hong, John M. Conroy, Benot Favre, Alex Kulesza, Hui Lin, Ani Nenkova |
| 2014 | LREC | Automatically enriching spoken corpora with syntactic information for linguistic studies. | Alexis Nasr, Frdric Bchet, Benot Favre, Thierry Bazillon, Jos Deulofeu, Andr Valli |
| 2013 | CBMI | Unsupervised face identification in TV content using audio-visual sources. | Meriem Bendris, Benot Favre, Delphine Charlet, Graldine Damnati, Grgory Senay, Rmi Auguste, Jean Martinet |
| 2013 | ICASSP | "Can you give me another word for hyperbaric?": Improving speech translation using targeted clarification questions. | Necip Fazil Ayan, Arindam Mandal, Michael W. Frandsen, Jing Zheng, Peter Blasco, Andreas Kathol, Frdric Bchet, Benot Favre, Alex Marin, Tom Kwiatkowski, Mari Ostendorf, Luke Zettlemoyer, Philipp Salletmayr, Julia Hirschberg, Svetlana Stoyanchev |
| 2013 | ICASSP | ASR error segment localization for spoken recovery strategy. | Frdric Bchet, Benot Favre |
| 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 | Automatic human utility evaluation of ASR systems: does WER really predict performance? | Benot Favre, Kyla Cheung, Siavash Kazemian, Adam Lee, Yang Liu, Cosmin Munteanu, Ani Nenkova, Dennis Ochei, Gerald Penn, Stephen Tratz, Clare R. Voss, Frauke Zeller |
| 2012 | ICASSP | Detecting person presence in TV shows with linguistic and structural features. | Frdric Bchet, Benot Favre, Graldine Damnati |
| 2012 | LREC | Syntactic annotation of spontaneous speech: application to call-center conversation data. | Thierry Bazillon, Melanie Deplano, Frdric Bchet, Alexis Nasr, Benot Favre |
| 2012 | LREC | Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the PORTMEDIA corpora. | Fabrice Lefvre, Djamel Mostefa, Laurent Besacier, Yannick Estve, Matthieu Quignard, Nathalie Camelin, Benot Favre, Bassam Jabaian, Lina Maria Rojas-Barahona |
| 2011 | ACL | MACAON An NLP Tool Suite for Processing Word Lattices. | Alexis Nasr, Frdric Bchet, Jean-Franois Rey, Benot Favre, Joseph Le Roux |
| 2011 | ASRU | Applying Multiclass Bandit algorithms to call-type classification. | Liva Ralaivola, Benot Favre, Pierre Gotab, Frdric Bchet, Graldine Damnati |
| 2010 | ICASSP | Evaluation of semantic role labeling and dependency parsing of automatic speech recognition output. | Benot Favre, Bernd Bohnet, Dilek Hakkani-Tr |
| 2010 | INLG | The UMUS System for Named Entity Generation at GREC 2010. | Benot Favre, Bernd Bohnet |
| 2010 | Interspeech | Semi-supervised part-of-speech tagging in speech applications. | Richard Dufour, Benot Favre |
| 2009 | ASRU | Any questions? Automatic question detection in meetings. | Kofi Boakye, Benot Favre, Dilek Hakkani-Tr |
| 2009 | ASRU | Integrating prosodic features in extractive meeting summarization. | Shasha Xie, Dilek Hakkani-Tr, Benot Favre, Yang Liu |
| 2009 | ICASSP | Syntactically-informed models for comma prediction. | Benot Favre, Dilek Hakkani-Tr, Elizabeth Shriberg |
| 2009 | ICASSP | A global optimization framework for meeting summarization. | Daniel Gillick, Korbinian Riedhammer, Benot Favre, Dilek Hakkani-Tr |
| 2009 | Interspeech | Phrase and word level strategies for detecting appositions in speech. | Benot Favre, Dilek Hakkani-Tr |
| 2009 | Interspeech | Clusterrank: a graph based method for meeting summarization. | Nikhil Garg, Benot Favre, Korbinian Riedhammer, Dilek Hakkani-Tr |
| 2009 | Interspeech | Combined low level and high level features for out-of-vocabulary word detection. | Benjamin Lecouteux, Georges Linars, Benot Favre |
| 2009 | Interspeech | Leveraging sentence weights in a concept-based optimization framework for extractive meeting summarization. | Shasha Xie, Benot Favre, Dilek Hakkani-Tr, Yang Liu |
| 2008 | ICASSP | Punctuating speech for information extraction. | Benot Favre, Ralph Grishman, Dustin Hillard, Heng Ji, Dilek Hakkani-Tr, Mari Ostendorf |
| 2008 | Interspeech | Packing the meeting summarization knapsack. | Korbinian Riedhammer, Daniel Gillick, Benot Favre, Dilek Hakkani-Tr |
| 2007 | Interspeech | An interactive timeline for speech database browsing. | Benot Favre, Jean-Franois Bonastre, Patrice Bellot |
| 2005 | Interspeech | Mining broadcast news data: robust information extraction from word lattices. | Benot Favre, Frdric Bchet, Pascal Nocera |
| 2005 | NAACL | Robust Named Entity Extraction from Large Spoken Archives. | Benot Favre, Frdric Bchet, Pascal Nocera |