DocumentCode
301680
Title
A natural language processor with neural networks
Author
Martinez, W.M.
Author_Institution
Dept. of Electr. & Comput. Eng., Puerto Rico Univ., Mayaguez
Volume
4
fYear
1995
fDate
22-25 Oct 1995
Firstpage
3156
Abstract
A natural language processor (NLP) for a multimodal, multilingual computer interface is presented. This NLP or Natural Language Processor with Neural Networks (NALPRONN) demonstrates that artificial neural networks can be used in such systems. NALPRONN implements a generalized NLP system that emphasizes the modularity, adaptability, and flexibility properties that are used in a number of computer applications. It processes information for different application language subsets and redirects information to a specific active application. NALPRONN has processing modules which are backpropagation networks, and memory modules which are self organized feature map networks. Additional networks can be added for further processing tasks. The processing modules are the input subsystem and the output subsystem, and the memory modules are the lexicon subsystem and the monitor subsystem
Keywords
backpropagation; language translation; natural language interfaces; neural nets; NALPRONN; active application; application language subsets; artificial neural networks; backpropagation networks; generalized NLP syste; input subsystem; lexicon subsystem; memory modules; monitor subsystem; multilingual computer interface; natural language processor; neural networks; output subsystem; processing modules; self organized feature map networks; Application software; Artificial neural networks; Backpropagation; Cognitive science; Computer applications; Computer interfaces; Humans; Laboratories; Natural languages; Neural networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics, 1995. Intelligent Systems for the 21st Century., IEEE International Conference on
Conference_Location
Vancouver, BC
Print_ISBN
0-7803-2559-1
Type
conf
DOI
10.1109/ICSMC.1995.538268
Filename
538268
Link To Document