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A reproducible experimental survey on biomedical sentence similarity: a string-based method sets the state of the art. (arXiv:2205.08740v1 [cs.CL])
May 19, 2022, 1:11 a.m. | Alicia Lara-Clares, Juan J. Lastra-Díaz, Ana Garcia-Serrano
cs.CL updates on arXiv.org arxiv.org
This registered report introduces the largest, and for the first time,
reproducible experimental survey on biomedical sentence similarity with the
following aims: (1) to elucidate the state of the art of the problem; (2) to
solve some reproducibility problems preventing the evaluation of most of
current methods; (3) to evaluate several unexplored sentence similarity
methods; (4) to evaluate an unexplored benchmark, called
Corpus-Transcriptional-Regulation; (5) to carry out a study on the impact of
the pre-processing stages and Named Entity Recognition …
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