Lexical Association Measures: Collocation Extraction

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F09%3A00206878" target="_blank" >RIV/00216208:11320/09:00206878 - 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

Lexical Association Measures: Collocation Extraction

Popis výsledku v původním jazyce

This publication is devoted to an empirical study of lexical association measures and their application to collocation extraction. It presents a comprehensive inventory of lexical association measures and their evaluation on four reference data sets of collocation candidates: Czech dependency bigrams from the Prague Dependency Treebank, surface bigrams from the same source, instances of the latter from the Czech National Corpus, and Swedish distance verb-noun combinations obtained from the PAROLE corpus. The collocation candidates in the reference data sets were manually annotated and labeled as collocations or non-collocations by expert linguists. The evaluation scheme applied in this work is based on measuring the quality of ranking collocation candidates according to their chance to form collocations. The methods are compared by precision-recall curves, mean average precision scores, and appropriate tests of statistical significance. Further, the study focuses on

Název v anglickém jazyce

Lexical Association Measures: Collocation Extraction

Popis výsledku anglicky

This publication is devoted to an empirical study of lexical association measures and their application to collocation extraction. It presents a comprehensive inventory of lexical association measures and their evaluation on four reference data sets of collocation candidates: Czech dependency bigrams from the Prague Dependency Treebank, surface bigrams from the same source, instances of the latter from the Czech National Corpus, and Swedish distance verb-noun combinations obtained from the PAROLE corpus. The collocation candidates in the reference data sets were manually annotated and labeled as collocations or non-collocations by expert linguists. The evaluation scheme applied in this work is based on measuring the quality of ranking collocation candidates according to their chance to form collocations. The methods are compared by precision-recall curves, mean average precision scores, and appropriate tests of statistical significance. Further, the study focuses on

Druh

B - Odborná kniha

CEP obor

AI - Jazykověda

OECD FORD obor

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Projekt

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Návaznosti

Z - Vyzkumny zamer (s odkazem do CEZ)

Rok uplatnění

2009

Kód důvěrnosti údajů

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

ISBN

978-80-904175-5-7

Počet stran knihy

143

Název nakladatele

Institute of Formal and Applied Linguistics

Místo vydání

Prague, Czech Republic

Kód UT WoS knihy

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