Crowdsourcing Synset Relations with Genus-Species-Match / Ustalov Dmitry // . - 2015. - V. , l. . - P. 118-124.

ISSN/EISSN:

нет данных / нет данных

Type:

Proceedings Paper

Abstract:

Enabling a domain-specific lexical resource is useful for improving the performance of a natural language processing system. However, such resources may be represented in the form of glossaries-terms provided with their sense definitions. Despite the problem of integrating such domain-specific glossaries into more sophisticated general purpose resources like thesuari being highly topical, it is complicated by ambiguity of the individual terms. This paper presents Genus-Species-Match, a crowdsourcing workflow for matching noisy pairs of synsets representing hyponymic/hypernymic relations. The system demonstrates F1 score of 80\% on an experiment conducted on an online labor marketplace using the EMERCOM glossary and the Yet Another RussNet sense inventory.

Author keywords:

CONSTRUCTION

DOI:

нет данных

Web of Science ID:

ISI:000380570100017

Соавторы в МНС:

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Другие поля

Поле	Значение
Book-Group-Author	IEEE
Booktitle	2015 Artificial Intelligence and Natural Language and Information Extraction, Social Media and Web Search FRUCT Conference (AINL-ISMW FRUCT)
Note	Artificial Intelligence and Natural Language and Information Extraction, Social Media and Web Search FRUCT Conference (AINL-ISMW FRUCT 2015), St Petersburg, RUSSIA, NOV 09-14, 2015
Organization	Nat Language Proc; St Petersburg Sate Univ; ITMO Univ; NLPub; IEEE; RUSSIN FDN BASIC RES; IEEE COMMUN SOC; Yandex Deloitte; NAUMEN
Publisher	IEEE
Address	345 E 47TH ST, NEW YORK, NY 10017 USA
Language	English
ISBN	978-952-68397-0-7; 978-952-68397-1-4
Keywords-Plus	CONSTRUCTION
Research-Areas	Computer Science; Engineering
Web-of-Science-Categories	Computer Science, Artificial Intelligence; Computer Science, Theory \& Methods; Engineering, Electrical \& Electronic
Author-Email	dau@imm.uran.ru
ResearcherID-Numbers	Ustalov, Dmitry/P-6307-2014
ORCID-Numbers	Ustalov, Dmitry/0000-0002-9979-2188
Number-of-Cited-References	29
Usage-Count-Last-180-days	5
Usage-Count-Since-2013	5
Doc-Delivery-Number	BF3RE