Query selection methods for automated corpora construction with a use case in food-drug interactions
| dc.rights.license | open | en_US |
| hal.structure.identifier | Bordeaux population health [BPH] | |
| dc.contributor.author | BORDEA, Georgeta | |
| dc.contributor.author | RANDRIATSITOHAINA, Tsanta | |
| hal.structure.identifier | Bordeaux population health [BPH] | |
| dc.contributor.author | MOUGIN, Fleur
IDREF: 116242337 | |
| dc.contributor.author | GRABAR, Natalia | |
| dc.contributor.author | HAMON, Thierry | |
| dc.date.accessioned | 2020-05-19T07:48:53Z | |
| dc.date.available | 2020-05-19T07:48:53Z | |
| dc.date.issued | 2019 | |
| dc.date.conference | 2019-08-01 | |
| dc.identifier.uri | https://oskar-bordeaux.fr/handle/20.500.12278/7627 | |
| dc.description.abstractEn | In this paper, we address the problem of automatically constructing a relevant corpus of scientific articles about food-drug interactions. There is a growing number of scientific publications that describe food-drug interactions but currently building a high-coverage corpus that can be used for information extraction purposes is not trivial. We investigate several methods for automating the query selection process using an expert-curated corpus of food-drug interactions. Our experiments show that index term features along with a decision tree classifier are the best approach for this task and that feature selection approaches and in particular gain ratio outperform frequency-based methods for query selection. | |
| dc.language.iso | EN | en_US |
| dc.publisher | Association for Computational Linguistics | en_US |
| dc.title.en | Query selection methods for automated corpora construction with a use case in food-drug interactions | |
| dc.title.alternative | Proceedings of the 18th BioNLP Workshop and Shared Task | en_US |
| dc.type | Autre communication scientifique (congrès sans actes - poster - séminaire...) | en_US |
| dc.identifier.doi | 10.18653/v1/W19-5013 | en_US |
| dc.subject.hal | Sciences du Vivant [q-bio]/Santé publique et épidémiologie | en_US |
| bordeaux.page | 115–124 | en_US |
| bordeaux.hal.laboratories | Bordeaux Population Health Research Center (BPH) - UMR 1219 | en_US |
| bordeaux.institution | Université de Bordeaux | en_US |
| bordeaux.conference.title | ACL Workshop on Biomedical Natural Language Processing | en_US |
| bordeaux.conference.city | Florence | en_US |
| bordeaux.conference.country | Italy | |
| bordeaux.peerReviewed | oui | en_US |
| hal.export | false | |
| bordeaux.COinS | ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.date=2019&rft.spage=115%E2%80%93124&rft.epage=115%E2%80%93124&rft.au=BORDEA,%20Georgeta&RANDRIATSITOHAINA,%20Tsanta&MOUGIN,%20Fleur&GRABAR,%20Natalia&HAMON,%20Thierry&rft.genre=conference |
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