| 2026 | AIME | Privacy-Preserving Generation of Synthetic Pathology Reports for Information Extraction. | Alejandra Lorenzo, Adrien Coulet, Claire Gardent |
| 2026 | LREC | Analysing Lightweight Large Language Models for Biomedical Named Entity Recognition on Diverse Ouput Formats. | Pierre Epron, Adrien Coulet, Mehwish Alam |
| 2022 | ICCBR | An analogy based framework for patient-stay identification in healthcare. | Safa Alsaidi, Miguel Couceiro, Esteban Marquer, Sophie Quennelle, Anita Burgun, Nicolas Garcelon, Adrien Coulet |
| 2022 | IJCAI | Exploring Analogical Inference in Healthcare. | Safa Alsaidi, Miguel Couceiro, Sophie Quennelle, Anita Burgun, Nicolas Garcelon, Adrien Coulet |
| 2020 | ICCS | Knowledge-Based Matching of n-ary Tuples. | Pierre Monnin, Miguel Couceiro, Amedeo Napoli, Adrien Coulet |
| 2019 | AIES | Creating Fair Models of Atherosclerotic Cardiovascular Disease Risk. | Stephen Pfohl, Ben J. Marafino, Adrien Coulet, Ftima Rodriguez, Latha Palaniappan, Nigam H. Shah |
| 2018 | IJCAI | Combining Concept Annotation and Pattern Structures for Guiding Ontology Mapping. | Pierre Monnin, Amedeo Napoli, Adrien Coulet |
| 2017 | ISMIS | Using Formal Concept Analysis for Checking the Structure of an Ontology in LOD: The Example of DBpedia. | Pierre Monnin, Mario Lezoche, Amedeo Napoli, Adrien Coulet |
| 2013 | ICFCA | Using Pattern Structures for Analyzing Ontology-Based Annotations of Biomedical Data. | Adrien Coulet, Florent Domenach, Mehdi Kaytoue, Amedeo Napoli |
| 2012 | ECAI | Formal Concept Analysis Applied to Transcriptomic Data. | Mehwish Alam, Adrien Coulet, Amedeo Napoli, Malika Smal-Tabbone |
| 2010 | PSB | Extraction of Genotype-Phenotype-Drug Relationships from Text: From Entity Recognition to Bioinformatics Application. | Adrien Coulet, Nigam H. Shah, Lawrence Hunter, Chitta Baral, Russ B. Altman |