Projection-based Coreference Resolution Using Deep Syntax

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F17%3A10372165" target="_blank" >RIV/00216208:11320/17:10372165 - isvavai.cz</a>

Result on the web

<a href="http://www.aclweb.org/anthology/W/W17/W17-1508.pdf" target="_blank" >http://www.aclweb.org/anthology/W/W17/W17-1508.pdf</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Projection-based Coreference Resolution Using Deep Syntax

Original language description

The paper describes the system for coreference resolution in German and Russian, trained exclusively on coreference relations projected through a parallel corpus from English. The resolver operates on the level of deep syntax and makes use of multiple specialized models. It achieves 32 and 22 points in terms of CoNLL score for Russian and German, respectively. Analysis of the evaluation results show that the resolver for Russian is able to preserve 66% of the English resolver&apos;s quality in terms of CoNLL score. The system was submitted to the Closed track of the CORBON 2017 Shared task.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Project

<a href="/en/project/GA16-05394S" target="_blank" >GA16-05394S: Structure of coreferential chains in parallel language data</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2017

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Proceedings of the 2nd Workshop on Coreference Resolution Beyond OntoNotes (CORBON 2017)

ISBN

978-1-945626-46-3

ISSN

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e-ISSN

neuvedeno

Number of pages

9

Pages from-to

56-64

Publisher name

Association for Computational Linguistics (ACL)

Place of publication

Stroudsburg, PA, USA

Event location

Valencia, Spain

Event date

Apr 4, 2017

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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