BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions. - François Remy; Kris Demuynck; Thomas Demeester (EMNLP (Findings), 2022)

Transfer Learning from Multi-Lingual Speech Translation Benefits Low-Resource Speech Recognition. - Geoffroy Vanderreydt; François Remy; Kris Demuynck (INTERSPEECH, 2022)

Automatic Glossary of Clinical Terminology: a Large-Scale Dictionary of Biomedical Definitions Generated from Ontological Knowledge. - François Remy; Kris Demuynck; Thomas Demeester (BioNLP@ACL, 2023)

BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance. - Karel D'Oosterlinck; François Remy; Johannes Deleu; Thomas Demeester; Chris Develder; Klim Zaporojets; Aneiss Ghodsi; Simon Ellershaw; Jack Collins; Christopher Potts (EMNLP (Findings), 2023)

Detecting Idiomatic Multiword Expressions in Clinical Terminology using Definition-Based Representation Learning. - François Remy; Alfiya Khabibullina; Thomas Demeester (MWE@EACL, 2023)

Automatic Glossary of Clinical Terminology: a Large-Scale Dictionary of Biomedical Definitions Generated from Ontological Knowledge. - François Remy; Thomas Demeester (CoRR, 2023)

Boosting Adverse Drug Event Normalization on Social Media: General-Purpose Model Initialization and Biomedical Semantic Text Similarity Benefit Zero-Shot Linking in Informal Contexts. - François Remy; Simone Scaboro; Beatrice Portelli (CoRR, 2023)

Tik-to-Tok: Translating Language Models One Token at a Time: An Embedding Initialization Strategy for Efficient Language Adaptation. - François Remy; Pieter Delobelle; Bettina Berendt; Kris Demuynck; Thomas Demeester (CoRR, 2023)

BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights. - François Remy; Kris Demuynck; Thomas Demeester (CoRR, 2023)

In-Context Learning for Extreme Multi-Label Classification. - Karel D'Oosterlinck; Omar Khattab; François Remy; Thomas Demeester; Chris Develder; Christopher Potts (CoRR, 2024)

Trans-Tokenization and Cross-lingual Vocabulary Transfers: Language Adaptation of LLMs for Low-Resource NLP. - François Remy; Pieter Delobelle; Hayastan Avetisyan; Alfiya Khabibullina; Miryam de Lhoneux; Thomas Demeester (CoRR, 2024)

ChocoLlama: Lessons Learned From Teaching Llamas Dutch. - Matthieu Meeus; Anthony Rathé; François Remy; Pieter Delobelle; Jens-Joris Decorte; Thomas Demeester (CoRR, 2024)

BioLORD-2023: semantic textual representations fusing large language models and clinical knowledge graph insights. - François Remy; Kris Demuynck; Thomas Demeester (J. Am. Medical Informatics Assoc., 2024)