DSpace
 

DSpace at IIT Bombay >
IITB Publications >
Proceedings papers >

Please use this identifier to cite or link to this item: http://dspace.library.iitb.ac.in/jspui/handle/100/2957

Title: From short term memory to semantics - a computational model
Authors: PRASAD, PC
ARUNKUMAR, S
Keywords: working-memory
individual-differences
comprehension
capacity
Issue Date: 2003
Publisher: SPRINGER-VERLAG BERLIN
Citation: INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS,63-73
Abstract: Aphasias are disorders of language and have been shown in recent literature, to be associated with deficits of Short Term Memory (STM). Physiological STM has a semantic component that is responsible for comprehension of language. This work brings forth a new model that learns semantics of words across an STM. The. approach to validating the model is through experiments that model word comprehension at the level of several sentences which when taken together convey semantics. Experimentally, the model when used to assign semantic labels to a collection of sentences, gives an accuracy that is comparable to or better than that obtained using Support Vector Machines (SVM).
URI: http://dspace.library.iitb.ac.in/xmlui/handle/10054/16485
http://hdl.handle.net/100/2957
ISBN: 3-540-40426-0
ISSN: 1615-3871
Appears in Collections:Proceedings papers

Files in This Item:

There are no files associated with this item.

View Statistics

Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.

 

Valid XHTML 1.0! DSpace Software Copyright © 2002-2010  Duraspace - Feedback