2006 ExploitingShallowLingInfForRelExtrInBiomedLit

• (Giuliano et al., 2006) ⇒ Claudio Giuliano, Alberto Lavelli, Lorenza Romano. (2006). “Exploiting Shallow Linguistic Information for Relation Extraction from Biomedical Literature.” In: Proceedings of the 11th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2006).

Subject Headings: Supervised Relation Recognition Algorithm, Shallow Linguistic Feature

Cited By

• ~68 http://scholar.google.com/scholar?cites=17480642589575711222

Quotes

Abstract

• We propose an approach for extracting relations between entities from biomedical literature based solely on shallow linguistic information. We use a combination of kernel functions to integrate two different information sources: (i) the whole sentence where the relation appears, and (ii) the local contexts around the interacting entities. We performed experiments on extracting gene and protein interactions from two different data sets. The results show that our approach outperforms most of the previous methods based on syntactic and semantic information. 1,

	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2006 ExploitingShallowLingInfForRelExtrInBiomedLit	Claudio Giuliano Alberto Lavelli Lorenza Romano			Exploiting Shallow Linguistic Information for Relation Extraction from Biomedical Literature		Proceedings of the 11th Conference of the European Chapter of the Association for Computational Linguistics	http://acl.ldc.upenn.edu/E/E06/E06-1051.pdf			2006