Please use this identifier to cite or link to this item:
https://hdl.handle.net/2440/17049
Citations | ||
Scopus | Web of Science® | Altmetric |
---|---|---|
?
|
?
|
Type: | Journal article |
Title: | A memory-based theory of verbal cognition |
Author: | Dennis, Simon John |
Citation: | Cognitive Science, 2005 29 (2):145-193 |
Publisher: | Elsevier Science |
Issue Date: | 2005 |
ISSN: | 0364-0213 |
School/Discipline: | School of Psychology |
Statement of Responsibility: | Simon Dennis |
Abstract: | The syntagmatic paradigmatic model is a distributed, memory-based account of verbal processing. Built on a Bayesian interpretation of string edit theory, it characterizes the control of verbal cognition as the retrieval of sets of syntagmatic and paradigmatic constraints from sequential and relational long-term memory and the resolution of these constraints in working memory. Lexical information is extracted directly from text using a version of the expectation maximization algorithm. In this article, the model is described and then illustrated on a number of phenomena, including sentence processing, semantic categorization and rating, short-term serial recall, and analogical and logical inference. Subsequently, the model is used to answer questions about a corpus of tennis news articles taken from the Internet. The model’s success demonstrates that it is possible to extract propositional information from naturally occurring text without employing a grammar, defining a set of heuristics, or specifying a priori a set of semantic roles. |
Description: | Copyright © 2005 Cognitive Science Society |
DOI: | 10.1207/s15516709cog0000_9 |
Appears in Collections: | Psychology publications |
Files in This Item:
There are no files associated with this item.
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.