Informace o publikaci

Automatic classification of patterns from the Pattern Dictionary of English Verbs

Autoři

BAISA Vít EL MAAROUF Ismail

Rok publikování 2014
Druh Článek ve sborníku
Konference Joint Symposium on Semantic Processing 2013: Textual Inference and Structures in Corpora
Fakulta / Pracoviště MU

Fakulta informatiky

Citace
www http://www.proceedings.com/20541.html
Obor Informatika
Klíčová slova corpus pattern analysis; pattern dictionary of english verbs; semantic type; verb pattern
Popis The paper presents a supervised approach to semantic parsing, based on a new semantic resource, the Pattern Dictionary of English Verbs (PDEV). PDEV lists the most frequent patterns of English verbs identified in corpus. Each argument in a pattern is semantically categorized with semantic types from the PDEV ontology. Each pattern is linked to a set of sentences from the British National Corpus. The article describes PDEV in details and presents the task of pattern classification. The system described is based on a distributional approach, and achieves 66% in Micro-average F1 across a sample of 25 of the most frequent verbs.
Související projekty:

Používáte starou verzi internetového prohlížeče. Doporučujeme aktualizovat Váš prohlížeč na nejnovější verzi.

Další info