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

Caroline Lyon, Bob Dickerson
1995 Proceedings of the seventh conference on European chapter of the Association for Computational Linguistics -   unpublished
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 brie y explained, and results are given.
doi:10.3115/976973.977004 fatcat:pjyejwle45dnllypl4f5qrflzm