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ORCIDFrançois Remy
2020 – today
- 2024
[j1]François Remy
, Kris Demuynck, Thomas Demeester:
BioLORD-2023: semantic textual representations fusing large language models and clinical knowledge graph insights. J. Am. Medical Informatics Assoc. 31(9): 1844-1855 (2024)- [i10]Karel D'Oosterlinck, Omar Khattab, François Remy, Thomas Demeester, Chris Develder, Christopher Potts:
In-Context Learning for Extreme Multi-Label Classification. CoRR abs/2401.12178 (2024) - [i9]François Remy, Pieter Delobelle, Hayastan Avetisyan, Alfiya Khabibullina, Miryam de Lhoneux, Thomas Demeester:
Trans-Tokenization and Cross-lingual Vocabulary Transfers: Language Adaptation of LLMs for Low-Resource NLP. CoRR abs/2408.04303 (2024) - [i8]Matthieu Meeus, Anthony Rathé, François Remy, Pieter Delobelle, Jens-Joris Decorte, Thomas Demeester:
ChocoLlama: Lessons Learned From Teaching Llamas Dutch. CoRR abs/2412.07633 (2024) - 2023
- [c5]François Remy, Kris Demuynck, Thomas Demeester:
Automatic Glossary of Clinical Terminology: a Large-Scale Dictionary of Biomedical Definitions Generated from Ontological Knowledge. BioNLP@ACL 2023: 265-272 - [c4]Karel D'Oosterlinck, François Remy, Johannes Deleu, Thomas Demeester, Chris Develder, Klim Zaporojets, Aneiss Ghodsi, Simon Ellershaw, Jack Collins, Christopher Potts:
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance. EMNLP (Findings) 2023: 13425-13454 - [c3]François Remy, Alfiya Khabibullina, Thomas Demeester:
Detecting Idiomatic Multiword Expressions in Clinical Terminology using Definition-Based Representation Learning. MWE@EACL 2023: 73-80 - [i7]François Remy, Alfiya Khabibullina, Thomas Demeester:
Detecting Idiomatic Multiword Expressions in Clinical Terminology using Definition-Based Representation Learning. CoRR abs/2305.06801 (2023) - [i6]Karel D'Oosterlinck, François Remy, Johannes Deleu, Thomas Demeester, Chris Develder, Klim Zaporojets, Aneiss Ghodsi, Simon Ellershaw, Jack Collins, Christopher Potts:
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance. CoRR abs/2305.13395 (2023) - [i5]François Remy, Thomas Demeester:
Automatic Glossary of Clinical Terminology: a Large-Scale Dictionary of Biomedical Definitions Generated from Ontological Knowledge. CoRR abs/2306.00665 (2023) - [i4]François Remy, Simone Scaboro, Beatrice Portelli:
Boosting Adverse Drug Event Normalization on Social Media: General-Purpose Model Initialization and Biomedical Semantic Text Similarity Benefit Zero-Shot Linking in Informal Contexts. CoRR abs/2308.00157 (2023) - [i3]François Remy, Pieter Delobelle, Bettina Berendt, Kris Demuynck, Thomas Demeester:
Tik-to-Tok: Translating Language Models One Token at a Time: An Embedding Initialization Strategy for Efficient Language Adaptation. CoRR abs/2310.03477 (2023) - [i2]François Remy, Kris Demuynck, Thomas Demeester:
BioLORD-2023: Semantic Textual Representations Fusing LLM and Clinical Knowledge Graph Insights. CoRR abs/2311.16075 (2023) - 2022
- [c2]François Remy, Kris Demuynck, Thomas Demeester:
BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions. EMNLP (Findings) 2022: 1454-1465 - [c1]Geoffroy Vanderreydt, François Remy, Kris Demuynck:
Transfer Learning from Multi-Lingual Speech Translation Benefits Low-Resource Speech Recognition. INTERSPEECH 2022: 3053-3057 - [i1]François Remy, Kris Demuynck, Thomas Demeester:
BioLORD: Learning Ontological Representations from Definitions (for Biomedical Concepts and their Textual Descriptions). CoRR abs/2210.11892 (2022)
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