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A Contrastive Evaluation of Word Sense Disambiguation Systems for Finnish

Year of publication

2019

Authors

Robertson, Frankie

Abstract

Previous work in Word Sense Disambiguation (WSD), like many tasks in natural language processing, has been predominantly focused on English. While there has been some work on other languages, including Uralic languages, up until this point no work has been published providing a contrastive evaluation of WSD for Finnish, despite the requisite lexical resources, most notably FinnWord-Net, having long been in place. This work rectifies the situation. It gives results for systems representing the major approaches to WSD, including some of the systems which have performed best at the task for English. It is hoped these results can act as a baseline for future systems, including both multilingual systems and systems specifically targeting Finnish, as well as point to directions for other Uralic languages.
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Organizations and authors

University of Jyväskylä

Robertson Frankie Orcid -palvelun logo

Publication type

Publication format

Article

Parent publication type

Conference

Article type

Other article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A4 Article in conference proceedings

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Fully open publication channel

Self-archived

Yes

Other information

Fields of science

Computer and information sciences; Languages

Keywords

[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Publication country

United States

Internationality of the publisher

International

Language

English

International co-publication

No

Co-publication with a company

No

DOI

10.18653/v1/W19-0304

The publication is included in the Ministry of Education and Culture’s Publication data collection

No