A fast partial parse of natural language sentences using a connectionist method

C. Lyon; R. Dickerson

doi:10.3115/976973.977004

A fast partial parse of natural language sentences using a connectionist method

C. Lyon, R. Dickerson

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Abstract

The pattern matching capabilities of neural networks can be used to locate syntactic constituents of natural language. This paper describes a fully automated--hybrid system, using neural nets operating within a grammatic framework. It addresses the representation--of language for connectionist processing, and describes methods of constraining the problem size. The function of the network is briefly explained, and results are given.

Original language	English
Title of host publication	Procs of the 7th Conf of the European Chapter of the Association for Computational Linguistics
Subtitle of host publication	EACL'95
Publisher	Morgan Kaufmann Publishers Inc.
Pages	215-222
DOIs	https://doi.org/10.3115/976973.977004
Publication status	Published - 1995

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title = "A fast partial parse of natural language sentences using a connectionist method",

abstract = "The pattern matching capabilities of neural networks can be used to locate syntactic constituents of natural language. This paper describes a fully automated--hybrid system, using neural nets operating within a grammatic framework. It addresses the representation--of language for connectionist processing, and describes methods of constraining the problem size. The function of the network is briefly explained, and results are given.",

author = "C. Lyon and R. Dickerson",

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year = "1995",

doi = "10.3115/976973.977004",

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AU - Lyon, C.

AU - Dickerson, R.

N1 - Original paper can be found at: http://portal.acm.org/citation.cfmid=976973 DOI : 10.3115/976973.977004

PY - 1995

Y1 - 1995

N2 - The pattern matching capabilities of neural networks can be used to locate syntactic constituents of natural language. This paper describes a fully automated--hybrid system, using neural nets operating within a grammatic framework. It addresses the representation--of language for connectionist processing, and describes methods of constraining the problem size. The function of the network is briefly explained, and results are given.

AB - The pattern matching capabilities of neural networks can be used to locate syntactic constituents of natural language. This paper describes a fully automated--hybrid system, using neural nets operating within a grammatic framework. It addresses the representation--of language for connectionist processing, and describes methods of constraining the problem size. The function of the network is briefly explained, and results are given.

U2 - 10.3115/976973.977004

DO - 10.3115/976973.977004

M3 - Conference contribution

SP - 215

EP - 222

BT - Procs of the 7th Conf of the European Chapter of the Association for Computational Linguistics

PB - Morgan Kaufmann Publishers Inc.

ER -

A fast partial parse of natural language sentences using a connectionist method

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