Research Explorer

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François Remy

Prijzen & Erkenningen

12 Resultaten

2024

BioLORD-2023 : semantic textual representations fusing large language models and clinical knowledge graph insights

François RemyKris DemuynckThomas Demeester

A1 Artikel in een tijdschrift in JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Deciphering the semantics of biomedical texts

François RemyKris DemuynckThomas Demeester

RobBERT-2023 : keeping Dutch language models up-to-date at a lower cost thanks to model conversion

Pieter DelobelleFrançois Remy

A2 Artikel in een tijdschrift in COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL

Trans-tokenization and cross-lingual vocabulary transfers : language adaptation of LLMs for low-resource NLP

François RemyP. DelobelleH. AvetisyanAlfiya KhabibullinaM. de LhoneuxThomas Demeester

2023

Automatic glossary of clinical terminology : a large-scale dictionary of biomedical definitions generated from ontological knowledge

François RemyKris DemuynckThomas Demeester

BioDEX : large-scale biomedical adverse drug event extraction for real-world pharmacovigilance

Karel D'OosterlinckFrançois RemyJohannes DeleuThomas DemeesterChris DevelderKlim ZaporojetsArya GhodsiS EllershawJ. CollinsC. Potts

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 RemyS. ScaboroB. Portelli

Detecting idiomatic multiword expressions in clinical terminology using definition-based representation learning

François RemyAlfiya KhabibullinaThomas Demeester

2022

BioLORD : learning ontological representations from definitions for biomedical concepts and their textual descriptions

François RemyKris DemuynckThomas Demeester

Taming large lexicons : translating clinical text using medical ontologies and sentence templates

François RemyP. De JaegerKris Demuynck

Transfer learning from multi-lingual speech translation benefits low-resource speech recognition

Geoffroy VanderreydtFrançois RemyKris Demuynck

2020

Hyphenation : from transformer models and word embeddings to a new linguistic rule-set