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    A Connectionist technique for on-line parsing


    Reilly, Ronan (1992) A Connectionist technique for on-line parsing. Network: Computation in Neural Systems, 3 (1). pp. 37-45. ISSN 0954-898X

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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 generalization.

    Item Type: Article
    Additional Information: This is the preprint version of the published article.
    Keywords: Connectionist technique; on-line parsing; on-line construction; dynamic modification; parse trees;
    Academic Unit: Faculty of Science and Engineering > Computer Science
    Item ID: 8207
    Depositing User: Prof. Ronan Reilly
    Date Deposited: 11 May 2017 15:39
    Journal or Publication Title: Network: Computation in Neural Systems
    Publisher: Taylor & Francis
    Refereed: Yes
    URI:

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