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2 Connectionist Parsing A Connectionist Technique for On-Line Parsing
BibTeX
@MISC{Reilly_2connectionist,
author = {Ronan Reilly and Ronan Reilly},
title = {2 Connectionist Parsing A Connectionist Technique for On-Line Parsing},
year = {}
}
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Abstract
A technique is described that permits the on-line construction and dynamic modification of parse trees during the processing of sentence-like input. The approach is a combination of simple recurrent network (SRN) and recursive auto-associative memory (RAAM). The parsing technique involves teaching the SRN to build RAAM representations as it processes its input item-by-item. The approach is a potential component of a larger connectionist natural language processing system, and could also be used as a tool in the cognitive modelling of language understanding. Unfortunately, the modified SRN demonstrates a limited capacity for generalisation.
Keyphrases
on-line parsing connectionist technique connectionist natural language processing system parse tree cognitive modelling dynamic modification sentence-like input language understanding input item-by-item parsing technique limited capacity raam representation potential component recursive auto-associative memory simple recurrent network on-line construction modified srn
