Cross-lingual Coreference Resolution of Pronouns

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F14%3A10289397" target="_blank" >RIV/00216208:11320/14:10289397 - isvavai.cz</a>
Result on the web
<a href="http://www.aclweb.org/anthology/C/C14/C14-1003.pdf" target="_blank" >http://www.aclweb.org/anthology/C/C14/C14-1003.pdf</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Cross-lingual Coreference Resolution of Pronouns
Original language description
This work is, to our knowledge, a first attempt at a machine learning approach to cross-lingual coreference resolution, i.e. coreference resolution (CR) performed on a bitext. Focusing on CR of English pronouns, we leverage language differences and enrich the feature set of a standard monolingual CR system for English with features extracted from the Czech side of the bitext. Our work also includes a supervised pronoun aligner that outperforms a GIZA++ baseline in terms of both intrinsic evaluation andevaluation on CR. The final cross-lingual CR system has successfully outperformed both a monolingual CR and a cross-lingual projection system.
Czech name
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Czech description
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Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers
ISBN
978-1-941643-26-6
ISSN
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e-ISSN
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Number of pages
11
Pages from-to
14-24
Publisher name
Dublin City University and Association for Computational Linguistics
Place of publication
Dublin, Ireland
Event location
Dublin, Ireland
Event date
Aug 23, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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