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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 |
| Related URLs: | |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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