BioInfer: a corpus for information extraction in the biomedical domain

S Pyysalo, F Ginter, J Heimonen, J Björne, J Boberg… - BMC …, 2007 - Springer
Background Lately, there has been a great interest in the application of information
extraction methods to the biomedical domain, in particular, to the extraction of relationships …

Lexical adaptation of link grammar to the biomedical sublanguage: a comparative evaluation of three approaches

S Pyysalo, T Salakoski, S Aubin, A Nazarenko - BMC bioinformatics, 2006 - Springer
Background We study the adaptation of Link Grammar Parser to the biomedical
sublanguage with a focus on domain terms not found in a general parser lexicon. Using two …

Datasets for generic relation extraction

B Hachey, C Grover, R Tobin - Natural Language Engineering, 2012 - cambridge.org
A vast amount of usable electronic data is in the form of unstructured text. The relation
extraction task aims to identify useful information in text (eg PersonW works for …

On the efficacy of per-relation basis performance evaluation for PPI extraction and a high-precision rule-based approach

J Lee, S Kim, S Lee, K Lee, J Kang - BMC medical informatics and …, 2013 - Springer
Abstract Background Most previous Protein Protein Interaction (PPI) studies evaluated their
algorithms' performance based on" per-instance" precision and recall, in which the instances …