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Global alignment for relation extraction in Microbiology

Other Quantitative Biology 2021-12-07 v1 Computation and Language Machine Learning Quantitative Methods
Authors: Anfu Tang , Claire Nédellec , Pierre Zweigenbaum , Louise Deléger , Robert Bossy
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Abstract

We investigate a method to extract relations from texts based on global alignment and syntactic information. Combined with SVM, this method is shown to have a performance comparable or even better than LSTM on two RE tasks.

Cite

@article{arxiv.2112.02097,
  title  = {Global alignment for relation extraction in Microbiology},
  author = {Anfu Tang and Claire Nédellec and Pierre Zweigenbaum and Louise Deléger and Robert Bossy},
  journal= {arXiv preprint arXiv:2112.02097},
  year   = {2021}
}

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