Can Corpus Pattern Analysis Be Used in NLP?

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F10%3A10078001" target="_blank" >RIV/00216208:11320/10:10078001 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Can Corpus Pattern Analysis Be Used in NLP?

Popis výsledku v původním jazyce

Corpus Pattern Analysis (CPA) [4], coined and implemented by Hanks as the Pattern Dictionary of English Verbs (PDEV) [3], appears to be the only deliberate and consistent implementation of Sinclair's concept of Lexical Item [12]. In his theoretical inquiries [5] Hanks hypothesizes that the pattern repository produced by CPA can also support the word sense disambiguation task. Although more than 670 verb entries have already been compiled in PDEV, no systematic evaluation of this ambitious project has been reported yet. Assuming that the Sinclairian concept of the Lexical Item is correct, we started to closely examine PDEV with its possible NLP application in mind. Our experiments presented in this paper have been performed on a pilot sample of Englishverbs to provide a first reliable view on whether humans can agree in assigning PDEV patterns to verbs in a corpus. As a conclusion we suggest procedures for future development of PDEV.

Název v anglickém jazyce

Can Corpus Pattern Analysis Be Used in NLP?

Popis výsledku anglicky

Corpus Pattern Analysis (CPA) [4], coined and implemented by Hanks as the Pattern Dictionary of English Verbs (PDEV) [3], appears to be the only deliberate and consistent implementation of Sinclair's concept of Lexical Item [12]. In his theoretical inquiries [5] Hanks hypothesizes that the pattern repository produced by CPA can also support the word sense disambiguation task. Although more than 670 verb entries have already been compiled in PDEV, no systematic evaluation of this ambitious project has been reported yet. Assuming that the Sinclairian concept of the Lexical Item is correct, we started to closely examine PDEV with its possible NLP application in mind. Our experiments presented in this paper have been performed on a pilot sample of Englishverbs to provide a first reliable view on whether humans can agree in assigning PDEV patterns to verbs in a corpus. As a conclusion we suggest procedures for future development of PDEV.

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

AI - Jazykověda

OECD FORD obor

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Projekt

<a href="/cs/project/GAP406%2F10%2F0875" target="_blank" >GAP406/10/0875: Komputační lingvistika: Explicitní popis jazyka a anotovaná data se zřetelem na češtinu</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2010

Kód důvěrnosti údajů

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

Název periodika

Lecture Notes in Computer Science

ISSN

0302-9743

e-ISSN

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Svazek periodika

2010

Číslo periodika v rámci svazku

6231

Stát vydavatele periodika

DE - Spolková republika Německo

Počet stran výsledku

8

Strana od-do

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Kód UT WoS článku

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EID výsledku v databázi Scopus

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