Presentation 1996/5/17
A Disambiguation Method of Syntactic Structures Based on k-Nearest Neighbor Estimation
Yoichi Tomiura, Toru Hitaka,
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Abstract(in English) An Example-Based Disambiguation method of syntactic structures has been proposed, which selects a correct syntactic structure of a input, sentence (or phrase) according to the syntactic structure of the similar example in a tagged corpus. But the theoretical basis of this method has not been given. This paper gives a new method to disambiguate syntactic structures based on k-Nearest Neighbor Estimation and shows that the current method is a special case of the proposed method and the proposed method leads higher success rate of the disambiguation.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Natural Language Processing / k-Nearest Neighbor Estimation / Syntactic Ambiguity / Disambiguation / Example-Based Method / Prepositional Phrase Attachment
Paper # NCL96-7
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Committee NLC
Conference Date 1996/5/17(1days)
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Registration To Natural Language Understanding and Models of Communication (NLC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Disambiguation Method of Syntactic Structures Based on k-Nearest Neighbor Estimation
Sub Title (in English)
Keyword(1) Natural Language Processing
Keyword(2) k-Nearest Neighbor Estimation
Keyword(3) Syntactic Ambiguity
Keyword(4) Disambiguation
Keyword(5) Example-Based Method
Keyword(6) Prepositional Phrase Attachment
1st Author's Name Yoichi Tomiura
1st Author's Affiliation Graduate School of Information Science and Electrical Engineering, Kyushu University()
2nd Author's Name Toru Hitaka
2nd Author's Affiliation Graduate School of Information Science and Electrical Engineering, Kyushu University
Date 1996/5/17
Paper # NCL96-7
Volume (vol) vol.96
Number (no) 46
Page pp.pp.-
#Pages 7
Date of Issue