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A Contrastive Evaluation of Word Sense Disambiguation Systems for Finnish

Publiceringsår

2019

Upphovspersoner

Robertson, Frankie

Abstrakt

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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Organisationer och upphovspersoner

Jyväskylä universitet

Robertson Frankie Orcid -palvelun logo

Publikationstyp

Publikationsform

Artikel

Moderpublikationens typ

Konferens

Artikelstyp

Annan artikel

Målgrupp

Vetenskaplig

Kollegialt utvärderad

Kollegialt utvärderad

UKM:s publikationstyp

A4 Artikel i en konferenspublikation

Öppen tillgång

Öppen tillgänglighet i förläggarens tjänst

Ja

Öppen tillgång till publikationskanalen

Helt öppen publikationskanal

Parallellsparad

Ja

Övriga uppgifter

Vetenskapsområden

Data- och informationsvetenskap; Språkvetenskaper

Nyckelord

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

Publiceringsland

Förenta staterna (USA)

Förlagets internationalitet

Internationell

Språk

engelska

Internationell sampublikation

Nej

Sampublikation med ett företag

Nej

DOI

10.18653/v1/W19-0304

Publikationen ingår i undervisnings- och kulturministeriets datainsamling

Nej