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François Remy
François Remy
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BioLORD: Learning Ontological Representations from Definitions (for Biomedical Concepts and their Textual Descriptions)
F Remy, K Demuynck, T Demeester
Findings of the Association for Computational Linguistics: EMNLP 2022, 1454–1465, 2022
122022
Automatic Glossary of Clinical Terminology: a Large-Scale Dictionary of Biomedical Definitions Generated from Ontological Knowledge
F Remy, T Demeester
The 22nd Workshop on Biomedical Natural Language Processing and BioNLP …, 2023
22023
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance
K D'Oosterlinck, F Remy, J Deleu, T Demeester, C Develder, K Zaporojets, ...
Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
22023
Taming large lexicons: translating clinical text using medical ontologies and sentence templates
F Remy, P De Jaeger, K Demuynck
EmP 2022: 1st RADar conference on Engineer meets Physician, 2022
22022
Transfer Learning from Multi-Lingual Speech Translation Benefits Low-Resource Speech Recognition
G Vanderreydt, F Remy, K Demuynck
Interspeech 2022, 3053-3057, 2022
22022
Robbert-2023: Keeping dutch language models up-to-date at a lower cost thanks to model conversion
P Delobelle, F Remy
Computational Linguistics in the Netherlands Journal 13, 193-203, 2024
12024
BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights
F Remy, K Demuynck, T Demeester
JAMIA, Journal of the American Medical Informatics Association, Special …, 2023
12023
Boosting Adverse Drug Event Normalization on Social Media: General-Purpose Model Initialization and Biomedical Semantic Text Similarity Benefit Zero-Shot Linking in Informal …
F Remy, S Scaboro, B Portelli
Proceedings of the Eleventh International Workshop on Natural Language …, 2023
12023
In-Context Learning for Extreme Multi-Label Classification
K D'Oosterlinck, O Khattab, F Remy, T Demeester, C Develder, C Potts
arXiv preprint arXiv:2401.12178, 2024
2024
Tik-to-Tok: Translating Language Models One Token at a Time: An Embedding Initialization Strategy for Efficient Language Adaptation
F Remy, P Delobelle, B Berendt, K Demuynck, T Demeester
arXiv preprint arXiv:2310.03477, 2023
2023
Detecting Idiomatic Multiword Expressions in Clinical Terminology using Definition-Based Representation Learning
F Remy, A Khabibullina, T Demeester
Proceedings of the 19th Workshop on Multiword Expressions (MWE 2023), 73–80, 2023
2023
Hyphenation: from transformer models and word embeddings to a new linguistic rule-set
F Remy
CLIN30: Computational Linguistics in the Netherlands 30, 2020
2020
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