Citances: Citation Sentences for Semantic Analysis of Bioscience Text

Citances: Citation Sentences for Semantic Analysis of Bioscience Text (2004)

by Preslav I. Nakov , Ariel S. Schwartz , Marti A. Hearst

Venue:	In Proceedings of the SIGIR’04 workshop on Search and Discovery in Bioinformatics
Citations:	12 - 2 self

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Datum	Value	Source
TITLE	Citances: Citation Sentences for Semantic Analysis of Bioscience Text	user correction - Legacy Corrections
AUTHOR NAME	Preslav I. Nakov	user correction - Legacy Corrections
AUTHOR AFFIL	CS Division; UC Berkeley	user correction - Legacy Corrections
AUTHOR ADDR	Berkeley, CA 94720	user correction - Legacy Corrections
AUTHOR NAME	Ariel S. Schwartz	user correction - Legacy Corrections
AUTHOR NAME	Marti A. Hearst	user correction - Legacy Corrections
ABSTRACT	We propose the use of the text of the sentences surrounding citations as an important tool for semantic interpretation of bioscience text. We hypothesize several di#erent uses of citation sentences (which we call citances), including the creation of training and testing data for semantic analysis (especially for entity and relation recognition), synonym set creation, database curation, document summarization, and information retrieval generally. We illustrate some of these ideas, showing that citations to one document in particular align well with what a hand-built curator extracted. We also show preliminary results on the problem of normalizing the di#erent ways that the same concepts are expressed within a set of citances, using and improving on existing techniques in automatic paraphrase generation.	user correction - Legacy Corrections
YEAR	2004	INFERENCE
VENUE	In Proceedings of the SIGIR’04 workshop on Search and Discovery in Bioinformatics	INFERENCE
VENUE TYPE	CONFERENCE	INFERENCE
CITATIONS	33 found	ParsCit 1.0