Generalized Hebbian Algorithm for Dimensionality Reduction in Natural Language Processing

Generalized Hebbian Algorithm for Dimensionality Reduction in Natural Language Processing

The current surge of interest in search and comparison tasks in natural language processing has brought with it a focus on vector space approaches and vector space dimensionality reduction techniques. Presenting data as points in hyperspace provides opportunities to use a variety of welldeveloped to...

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Bibliographic Details
Main Author: Gorrell, Genevieve
Format: Doctoral Thesis
Language:English
Published: Linköpings universitet, NLPLAB - Laboratoriet för databehandling av naturligt språk 2006
Subjects:
Generalized Hebbian Algorithm
Language Modelling
Singular Value Decomposition
Eigen Decomposition
Latent Semantic Analysis
Vector Space Models
Computational linguistics
Datorlingvistik
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-7922
http://nbn-resolving.de/urn:isbn:9185643882

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-7922
http://nbn-resolving.de/urn:isbn:9185643882

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