Relation Extraction in Underexplored Biomedical Domains: A Diversity-optimized Sampling and Synthetic Data Generation Approach

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Main Authors: Maxime Delmas, Magdalena Wysocka, André Freitas
Format: Article
Language:English
Published: The MIT Press 2024-09-01
Series:Computational Linguistics
Online Access:http://dx.doi.org/10.1162/coli_a_00520
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author Maxime Delmas
Magdalena Wysocka
André Freitas
author_facet Maxime Delmas
Magdalena Wysocka
André Freitas
author_sort Maxime Delmas
collection DOAJ
format Article
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institution OA Journals
issn 1530-9312
language English
publishDate 2024-09-01
publisher The MIT Press
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series Computational Linguistics
spelling doaj-art-ebc145f3176443edb5bf52ade3ad2db82025-08-20T01:55:49ZengThe MIT PressComputational Linguistics1530-93122024-09-0150310.1162/coli_a_00520Relation Extraction in Underexplored Biomedical Domains: A Diversity-optimized Sampling and Synthetic Data Generation ApproachMaxime DelmasMagdalena WysockaAndré Freitashttp://dx.doi.org/10.1162/coli_a_00520
spellingShingle Maxime Delmas
Magdalena Wysocka
André Freitas
Relation Extraction in Underexplored Biomedical Domains: A Diversity-optimized Sampling and Synthetic Data Generation Approach
Computational Linguistics
title Relation Extraction in Underexplored Biomedical Domains: A Diversity-optimized Sampling and Synthetic Data Generation Approach
title_full Relation Extraction in Underexplored Biomedical Domains: A Diversity-optimized Sampling and Synthetic Data Generation Approach
title_fullStr Relation Extraction in Underexplored Biomedical Domains: A Diversity-optimized Sampling and Synthetic Data Generation Approach
title_full_unstemmed Relation Extraction in Underexplored Biomedical Domains: A Diversity-optimized Sampling and Synthetic Data Generation Approach
title_short Relation Extraction in Underexplored Biomedical Domains: A Diversity-optimized Sampling and Synthetic Data Generation Approach
title_sort relation extraction in underexplored biomedical domains a diversity optimized sampling and synthetic data generation approach
url http://dx.doi.org/10.1162/coli_a_00520
work_keys_str_mv AT maximedelmas relationextractioninunderexploredbiomedicaldomainsadiversityoptimizedsamplingandsyntheticdatagenerationapproach
AT magdalenawysocka relationextractioninunderexploredbiomedicaldomainsadiversityoptimizedsamplingandsyntheticdatagenerationapproach
AT andrefreitas relationextractioninunderexploredbiomedicaldomainsadiversityoptimizedsamplingandsyntheticdatagenerationapproach