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François Remy

2 accepted papers

2023

BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance

EMNLP 2023long findings

Timely and accurate extraction of Adverse Drug Events (ADE) from biomedical literature is paramount for public safety, but involves slow and costly manual labor. We set out to improve drug safety monitoring (pharmacovigilance, PV) through the use of Natural Language Processing (NLP). We introduce Bi…

Cited by 0SourcecodeScholar
2022

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

EMNLP 2022finding

This work introduces BioLORD, a new pre-training strategy for producing meaningful representations for clinical sentences and biomedical concepts. State-of-the-art methodologies operate by maximizing the similarity in representation of names referring to the same concept, and preventing collapse thr…

Cited by 20SourcePDFScholar