English

Building a Corpus for Biomedical Relation Extraction of Species Mentions

Computation and Language 2023-06-16 v1

Abstract

We present a manually annotated corpus, Species-Species Interaction, for extracting meaningful binary relations between species, in biomedical texts, at sentence level, with a focus on the gut microbiota. The corpus leverages PubTator to annotate species in full-text articles after evaluating different Named Entity Recognition species taggers. Our first results are promising for extracting relations between species using BERT and its biomedical variants.

Keywords

Cite

@article{arxiv.2306.08403,
  title  = {Building a Corpus for Biomedical Relation Extraction of Species Mentions},
  author = {Oumaima El Khettari and Solen Quiniou and Samuel Chaffron},
  journal= {arXiv preprint arXiv:2306.08403},
  year   = {2023}
}

Comments

Accepted in BioNLP@ACL 2023