| 2026 | AAAI | SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation. | Paul Grimal, Michal Soumm, Herv Le Borgne, Olivier Ferret, Akihiro Sugimoto |
| 2026 | ICPR | Unique Step Refinement for Transformer-Based Generative Models. | Paul Grimal, Herv Le Borgne, Olivier Ferret |
| 2026 | LREC | Procrustes Analysis for Improving Language Model Merging. | Olivier Ferret |
| 2025 | ECIR | Entity-Aware Cross-Modal Pretraining for Knowledge-Based Visual Question Answering. | Omar Adjali, Olivier Ferret, Sahar Ghannay, Herv Le Borgne |
| 2025 | IDA | Extracting Information in a Low-Resource Setting: Case Study on Bioinformatics Workflows. | Clmence Sebe, Sarah Cohen-Boulakia, Olivier Ferret, Aurlie Nvol |
| 2025 | NAACL | "Women do not have heart attacks!" Gender Biases in Automatically Generated Clinical Cases in French. | Fanny Ducel, Nicolas Hiebel, Olivier Ferret, Karn Fort, Aurlie Nvol |
| 2024 | COLING | Language Models and Semantic Relations: A Dual Relationship. | Olivier Ferret |
| 2024 | ECIR | Cross-Modal Retrieval for Knowledge-Based Visual Question Answering. | Paul Lerner, Olivier Ferret, Camille Guinaudeau |
| 2024 | ECIR | Probing Pretrained Language Models with Hierarchy Properties. | Jess Lovn-Melgarejo, Jos G. Moreno, Romaric Besanon, Olivier Ferret, Lynda Tamine |
| 2024 | EMNLP | Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering. | Omar Adjali, Olivier Ferret, Sahar Ghannay, Herv Le Borgne |
| 2024 | NAACL | Few-Shot Event Argument Extraction Based on a Meta-Learning Approach. | Aboubacar Tuo, Romaric Besanon, Olivier Ferret, Julien Tourille |
| 2024 | WACV | TIAM - A Metric for Evaluating Alignment in Text-to-Image Generation. | Paul Grimal, Herv Le Borgne, Olivier Ferret, Julien Tourille |
| 2023 | EACL | Can Synthetic Text Help Clinical Named Entity Recognition? A Study of Electronic Health Records in French. | Nicolas Hiebel, Olivier Ferret, Karn Fort, Aurlie Nvol |
| 2023 | ECIR | Multimodal Inverse Cloze Task for Knowledge-Based Visual Question Answering. | Paul Lerner, Olivier Ferret, Camille Guinaudeau |
| 2023 | ECIR | Trigger or not Trigger: Dynamic Thresholding for Few Shot Event Detection. | Aboubacar Tuo, Romaric Besanon, Olivier Ferret, Julien Tourille |
| 2022 | COLING | Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop? | Jess Lovn-Melgarejo, Jos G. Moreno, Romaric Besanon, Olivier Ferret, Lynda Tamine |
| 2022 | LREC | Re-train or Train from Scratch? Comparing Pre-training Strategies of BERT in the Medical Domain. | Hicham El Boukkouri, Olivier Ferret, Thomas Lavergne, Pierre Zweigenbaum |
| 2022 | LREC | Building Static Embeddings from Contextual Ones: Is It Useful for Building Distributional Thesauri? | Olivier Ferret |
| 2022 | LREC | CLISTER : A Corpus for Semantic Textual Similarity in French Clinical Narratives. | Nicolas Hiebel, Olivier Ferret, Karn Fort, Aurlie Nvol |
| 2022 | NLDB | Better Exploiting BERT for Few-Shot Event Detection. | Aboubacar Tuo, Romaric Besanon, Olivier Ferret, Julien Tourille |
| 2022 | SIGIR | ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities. | Paul Lerner, Olivier Ferret, Camille Guinaudeau, Herv Le Borgne, Romaric Besanon, Jos G. Moreno, Jess Lovn-Melgarejo |
| 2021 | ECIR | Dynamic Cross-Sentential Context Representation for Event Detection. | Dorian Kodelja, Romaric Besanon, Olivier Ferret |
| 2021 | NLDB | The Importance of Character-Level Information in an Event Detection Model. | Emanuela Boros, Romaric Besanon, Olivier Ferret, Brigitte Grau |
| 2021 | PACLIC | Using Distributional Principles for the Semantic Study of Contextual Language Models. | Olivier Ferret |
| 2020 | COLING | CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters. | Hicham El Boukkouri, Olivier Ferret, Thomas Lavergne, Hiroshi Noji, Pierre Zweigenbaum, Jun'ichi Tsujii |
| 2020 | ECIR | Multimodal Entity Linking for Tweets. | Omar Adjali, Romaric Besanon, Olivier Ferret, Herv Le Borgne, Brigitte Grau |
| 2020 | LREC | Building a Multimodal Entity Linking Dataset From Tweets. | Omar Adjali, Romaric Besanon, Olivier Ferret, Herv Le Borgne, Brigitte Grau |
| 2020 | LREC | Extrinsic Evaluation of French Dependency Parsers on a Specialized Corpus: Comparison of Distributional Thesauri. | Ludovic Tanguy, Pauline Brunet, Olivier Ferret |
| 2019 | ACL | Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition. | Hicham El Boukkouri, Olivier Ferret, Thomas Lavergne, Pierre Zweigenbaum |
| 2019 | ECIR | Exploiting a More Global Context for Event Detection Through Bootstrapping. | Dorian Kodelja, Romaric Besanon, Olivier Ferret |
| 2019 | WWW | Searching News Articles Using an Event Knowledge Graph Leveraged by Wikidata. | Charlotte Rudnik, Thibault Ehrhart, Olivier Ferret, Denis Teyssou, Raphal Troncy, Xavier Tannier |
| 2018 | ACL | Using pseudo-senses for improving the extraction of synonyms from word embeddings. | Olivier Ferret |
| 2017 | ACL | Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers. | Julien Tourille, Olivier Ferret, Aurlie Nvol, Xavier Tannier |
| 2017 | CICLING | Supervised Learning of Entity Disambiguation Models by Negative Sample Selection. | Hani Daher, Romaric Besanon, Olivier Ferret, Herv Le Borgne, Anne-Laure Daquo, Youssef Tamaazousti |
| 2017 | DocEng | Linear Extended Annotation Graphs. | Vincent Barrellon, Pierre-Edouard Portier, Sylvie Calabretto, Olivier Ferret |
| 2017 | EACL | Temporal information extraction from clinical text. | Julien Tourille, Olivier Ferret, Xavier Tannier, Aurlie Nvol |
| 2017 | EMNLP | Unsupervised Event Clustering and Aggregation from Newswire and Web Articles. | Swen Ribeiro, Olivier Ferret, Xavier Tannier |
| 2017 | IJCNLP | Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion. | Olivier Ferret |
| 2017 | IJCNLP | Taking into account Inter-sentence Similarity for Update Summarization. | Maali Mnasri, Gal de Chalendar, Olivier Ferret |
| 2016 | DocEng | Schema-aware Extended Annotation Graphs. | Vincent Barrellon, Pierre-Edouard Portier, Sylvie Calabretto, Olivier Ferret |
| 2016 | LREC | A Dataset for Open Event Extraction in English. | Kiem-Hieu Nguyen, Xavier Tannier, Olivier Ferret, Romaric Besanon |
| 2015 | ACL | Early and Late Combinations of Criteria for Reranking Distributional Thesauri. | Olivier Ferret |
| 2015 | ACL | Generative Event Schema Induction with Entity Disambiguation. | Kiem-Hieu Nguyen, Xavier Tannier, Olivier Ferret, Romaric Besanon |
| 2014 | COLING | Improving distributional thesauri by exploring the graph of neighbors. | Vincent Claveau, Ewa Kijak, Olivier Ferret |
| 2014 | EMNLP | Event Role Extraction using Domain-Relevant Word Representations. | Emanuela Boros, Romaric Besanon, Olivier Ferret, Brigitte Grau |
| 2014 | LREC | Compounds and distributional thesauri. | Olivier Ferret |
| 2014 | LREC | Evaluation of different strategies for domain adaptation in opinion mining. | Anne Garcia-Fernandez, Olivier Ferret, Marco Dinarelli |
| 2013 | ACL | Identifying Bad Semantic Neighbors for Improving Distributional Thesauri. | Olivier Ferret |
| 2012 | ECAI | Combining Bootstrapping and Feature Selection for Improving a Distributional Thesaurus. | Olivier Ferret |
| 2012 | LREC | Evaluation of a Complex Information Extraction Application in Specific Domain. | Romaric Besanon, Olivier Ferret, Ludovic Jean-Louis |
| 2012 | LREC | Evaluation of Unsupervised Information Extraction. | Wei Wang, Romaric Besanon, Olivier Ferret, Brigitte Grau |
| 2011 | CIKM | Filtering and clustering relations for unsupervised information extraction in open domain. | Wei Wang, Romaric Besanon, Olivier Ferret, Brigitte Grau |
| 2011 | IC3K | A Weakly Supervised Approach for Large-scale Relation Extraction. | Ludovic Jean-Louis, Romaric Besanon, Olivier Ferret, Adrien Durand |
| 2011 | IC3K | Using Distant Supervision for Extracting Relations on a Large Scale. | Ludovic Jean-Louis, Romaric Besanon, Olivier Ferret, Adrien Durand |
| 2011 | IJCNLP | Text Segmentation and Graph-based Method for Template Filling in Information Extraction. | Ludovic Jean-Louis, Romaric Besanon, Olivier Ferret |
| 2010 | CBMI | MM: Modular architecture for multimedia information retrieval. | Bertrand Delezoide, Herv Le Borgne, Romaric Besanon, Gal de Chalendar, Olivier Ferret, Faiza Gara, Patrick Hde, Meriama Lab, Olivier Mesnard, Pierre-Alain Mollic, Nasredine Semmar |
| 2010 | LREC | LIMA : A Multilingual Framework for Linguistic Analysis and Linguistic Resources Development and Evaluation. | Romaric Besanon, Gal de Chalendar, Olivier Ferret, Faiza Gara, Olivier Mesnard |
| 2010 | LREC | Testing Semantic Similarity Measures for Extracting Synonyms from a Corpus. | Olivier Ferret |
| 2010 | LREC | A Corpus for Studying Full Answer Justification. | Arnaud Grappy, Brigitte Grau, Olivier Ferret, Cyril Grouin, Vronique Moriceau, Isabelle Robba, Xavier Tannier, Anne Vilnat, Vincent Barbier |
| 2009 | RANLP | Improving Text Segmentation by Combining Endogenous and Exogenous Methods. | Olivier Ferret |
| 2008 | LREC | Learning Patterns for Building Resources about Semantic Relations in the Medical Domain. | Mehdi Embarek, Olivier Ferret |
| 2007 | ACL | Finding document topics for improving topic segmentation. | Olivier Ferret |
| 2006 | ACL | Enhancing Electronic Dictionaries with an Index Based on Associations. | Olivier Ferret, Michael Zock |
| 2006 | LREC | Building a network of topical relations from a corpus. | Olivier Ferret |
| 2005 | ECIR | Filtering for Profile-Biased Multi-document Summarization. | Sana Leila Char, Olivier Ferret, Christian Fluhr |
| 2004 | COLING | Discovering word senses from a network of lexical cooccurrences. | Olivier Ferret |
| 2002 | COLING | Using Collocations for Topic Segmentation and Link Detection. | Olivier Ferret |
| 2002 | LREC | Building domain specific lexical hierarchies from corpora. | Olivier Ferret, Christian Fluhr, Franoise Rousseau-Hans, Jean-Luc Simoni |
| 2000 | ECAI | A Topic Segmentation of Texts based on Semantic Domains. | Olivier Ferret, Brigitte Grau |
| 2000 | ICCS | A Cost-Bounded Algorithm to Control Events Generalization. | Gal de Chalendar, Brigitte Grau, Olivier Ferret |
| 1998 | ACL | How to Thematically Segemt Texts by Using Lexical Cohesion? | Olivier Ferret |
| 1998 | ACL | Thematic Segmentation of Texts: Two Methods for Two Kinds of Text. | Olivier Ferret, Brigitte Grau, Nicolas Masson |
| 1998 | ECAI | A Thematic Segmentation Procedure for Extracting Semantic Domains from Texts. | Olivier Ferret, Brigitte Grau |
| 1998 | LREC | Towards tokenization evaluation. | Benoit Habert, Gilles Adda, Martine Adda-Decker, Philippe Boula de Mareil, Silvana Ferrari, Olivier Ferret, Gabriel Illouz, P. Paraubeck |
| 1997 | IJCAI | An Aggregation Procedure for Building Episodic Memory. | Olivier Ferret, Brigitte Grau |