François Remy

According to our database, François Remy authored at least 12 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

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

In-Context Learning for Extreme Multi-Label Classification.

Karel D'Oosterlinck, Omar Khattab, François Remy, Thomas Demeester, Chris Develder, Christopher Potts

CoRR, 2024

2023

BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights.

François Remy, Kris Demuynck, Thomas Demeester

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

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

Automatic Glossary of Clinical Terminology: a Large-Scale Dictionary of Biomedical Definitions Generated from Ontological Knowledge.

François Remy, Thomas Demeester

CoRR, 2023

Detecting Idiomatic Multiword Expressions in Clinical Terminology using Definition-Based Representation Learning.

François Remy, Alfiya Khabibullina, Thomas Demeester

Proceedings of the 19th Workshop on Multiword Expressions, 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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Automatic Glossary of Clinical Terminology: a Large-Scale Dictionary of Biomedical Definitions Generated from Ontological Knowledge.

François Remy, Kris Demuynck, Thomas Demeester

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

2022

Transfer Learning from Multi-Lingual Speech Translation Benefits Low-Resource Speech Recognition.

Geoffroy Vanderreydt, François Remy, Kris Demuynck

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions.

François Remy, Kris Demuynck, Thomas Demeester

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022