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Automatic labeling of semantic roles (2002)

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by Daniel Gildea
Venue:Computational Linguistics
Citations:747 - 15 self
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BibTeX

@ARTICLE{Gildea02automaticlabeling,
    author = {Daniel Gildea},
    title = {Automatic labeling of semantic roles},
    journal = {Computational Linguistics},
    year = {2002},
    volume = {28},
    pages = {245--288}
}

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Abstract

We present a system for identifying the semantic relationships, or semantic roles, filled by constituents of a sentence within a semantic frame. Various lexical and syntactic features are derived from parse trees and used to derive statistical classifiers from hand-annotated training data. 1

Keyphrases

semantic role    automatic labeling    syntactic feature    semantic frame    semantic relationship    parse tree    statistical classifier    hand-annotated training data   

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