Navigation auf zora.uzh.ch

Search

ZORA (Zurich Open Repository and Archive)

An incremental model for the coreference resolution task of BioNLP 2011

Tuggener, D; Klenner, M; Schneider, G; Clematide, S; Rinaldi, Fabio (2011). An incremental model for the coreference resolution task of BioNLP 2011. In: BioNLP 2011, Portland, Oregon, USA, 23 June 2011 - 24 June 2011. Association for Computational Linguistics (ACL), 151-152.

Abstract

We introduce our incremental coreference resolution system for the BioNLP 2011 Shared Task on Protein/Gene Znteraction. The benefits of an incremental architecture over a mentionpair model are: a reduction of the number of candidate pairs, a means to overcome the problem of underspecified items in pair-wise classification and the natural integration of global constraints such as transitivity. A filtering system takes into account specific features of different anaphora types. We do not apply Machine Learning, instead the system classifies with an empirically derived salience measure based on the dependency labels of the true mentions. The OntoGene pipeline is used for preprocessing.

Additional indexing

Item Type:Conference or Workshop Item (Other), refereed, original work
Communities & Collections:06 Faculty of Arts > Institute of Computational Linguistics
Dewey Decimal Classification:000 Computer science, knowledge & systems
410 Linguistics
Uncontrolled Keywords:Coreference Resolution, , Biomedical Text Mining
Language:English
Event End Date:24 June 2011
Deposited On:28 Nov 2011 15:29
Last Modified:13 Mar 2022 08:14
Publisher:Association for Computational Linguistics (ACL)
ISBN:978-1-932432-91-6
OA Status:Green
Official URL:http://aclweb.org/anthology-new/W/W11/W11-1823.pdf
Download PDF  'An incremental model for the coreference resolution task of BioNLP 2011'.
Preview
  • Content: Accepted Version

Metadata Export

Statistics

Altmetrics

Downloads

95 downloads since deposited on 28 Nov 2011
4 downloads since 12 months
Detailed statistics

Authors, Affiliations, Collaborations

Similar Publications