| 2026 | SIGdial | Relex: A Common Denominator for Connectives and Discourse Relations in French. | Fatou Sow, Yannick Toussaint, Mathieu Constant |
| 2023 | ACL | Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers. | Flix Gaschi, Patricio Cerda, Parisa Rastin, Yannick Toussaint |
| 2023 | FedCSIS | Adding Linguistic Information to Transformer Models Improves Biomedical Event Detection? | Laura Zanella, Yannick Toussaint |
| 2022 | IJCNN | Multilingual Transformer Encoders: a Word-Level Task-Agnostic Evaluation. | Flix Gaschi, Franois Plesse, Parisa Rastin, Yannick Toussaint |
| 2022 | LREC | Organizing and Improving a Database of French Word Formation Using Formal Concept Analysis. | Nyoman Juniarta, Olivier Bonami, Nabil Hathout, Fiammetta Namer, Yannick Toussaint |
| 2021 | ICONIP | Handling the Deviation from Isometry Between Domains and Languages in Word Embeddings: Applications to Biomedical Text Translation. | Flix Gaschi, Parisa Rastin, Yannick Toussaint |
| 2019 | ICCS | Redescription Mining for Learning Definitions and Disjointness Axioms in Linked Open Data. | Justine Reynaud, Yannick Toussaint, Amedeo Napoli |
| 2019 | ICFCA | Using Redescriptions and Formal Concept Analysis for Mining Definitions in Linked Data. | Justine Reynaud, Yannick Toussaint, Amedeo Napoli |
| 2018 | IJCAI | Three Approaches for Mining Definitions from Relational Data in the Web of Data. | Justine Reynaud, Yannick Toussaint, Amedeo Napoli |
| 2017 | ISMIS | A Proposal for Classifying the Content of the Web of Data Based on FCA and Pattern Structures. | Justine Reynaud, Mehwish Alam, Yannick Toussaint, Amedeo Napoli |
| 2016 | ECAI | Contribution to the Classification of Web of Data Based on Formal Concept Analysis. | Justine Reynaud, Yannick Toussaint, Amedeo Napoli |
| 2016 | LREC | Ambiguity Diagnosis for Terms in Digital Humanities. | Batrice Daille, velyne Jacquey, Gal Lejeune, Luis Felipe Melo Mora, Yannick Toussaint |
| 2015 | ICFCA | Exploring Pattern Structures of Syntactic Trees for Relation Extraction. | Artuur Leeuwenberg, Aleksey Buzmakov, Yannick Toussaint, Amedeo Napoli |
| 2015 | ICFCA | Automatic Validation of Terminology by Means of Formal Concept Analysis. | Luis Felipe Melo Mora, Yannick Toussaint |
| 2012 | WWW | Knowledge continuous integration process (K-CIP). | Hala Skaf-Molli, Emmanuel Desmontils, Emmanuel Nauer, Grme Canals, Amlie Cordier, Marie Lefvre, Pascal Molli, Yannick Toussaint |
| 2011 | ICCBR | Improving Case Retrieval by Enrichment of the Domain Ontology. | Valmi Dufour-Lussier, Jean Lieber, Emmanuel Nauer, Yannick Toussaint |
| 2010 | ICCBR | Text Adaptation Using Formal Concept Analysis. | Valmi Dufour-Lussier, Jean Lieber, Emmanuel Nauer, Yannick Toussaint |
| 2009 | AIME | Mining Safety Signals in Spontaneous Reports Database Using Concept Analysis. | Mohamed Rouane Hacene, Yannick Toussaint, Petko Valtchev |
| 2008 | EKAW | Formal Concept Analysis: A Unified Framework for Building and Refining Ontologies. | Rokia Bendaoud, Amedeo Napoli, Yannick Toussaint |
| 2008 | FOIS | A proposal for an Interactive Ontology Design Process based on Formal Concept Analysis. | Rokia Bendaoud, Amedeo Napoli, Yannick Toussaint |
| 2008 | ICCS | PACTOLE: A Methodology and a System for Semi-automatically Enriching an Ontology from a Collection of Texts. | Rokia Bendaoud, Yannick Toussaint, Amedeo Napoli |
| 2005 | NLDB | Application of Text Categorization to Astronomy Field. | Huaizhong Kou, Amedeo Napoli, Yannick Toussaint |
| 2004 | ECAI | Knowledge-Based Selection of Association Rules for Text Mining. | Dietmar Janetzko, Hacne Cherfi, Roman Kennke, Amedeo Napoli, Yannick Toussaint |
| 2003 | FlAIRS | A Hybrid Classification Method for Database Contents Analysis. | Jean-Charles Lamirel, Yannick Toussaint, Shadi Al Shehabi |
| 1992 | ECAI | Applying Linguistic Engineering to Spatial Software Engineering: the Traceabiiity Problem. | Mario Borillo, Andre Borillo, Nria Castell, Dominique Latour, Yannick Toussaint, Felisa Verdejo |