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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Publication type
Publication format
Article
Parent publication type
Conference
Article type
Other article
Audience
ScientificPeer-reviewed
Peer-ReviewedMINEDU's publication type classification code
A4 Article in conference proceedingsPublication channel information
Parent publication name
Proceedings of the Fifth International Workshop on Computational Linguistics for Uralic Languages
Pages
42-54
ISBN
Publication forum
Publication forum level
1
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