Integrating Structure and Meaning: Using Holographic Reduced Representations to Improve Automatic Text Classification

Integrating Structure and Meaning: Using Holographic Reduced Representations to Improve Automatic Text Classification

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Current representation schemes for automatic text classification treat documents as syntactically unstructured collections of words (Bag-of-Words) or `concepts' (Bag-of-Concepts). Past attempts to encode syntactic structure have treated part-of-speech information as another word-like feature,...

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Bibliographic Details
Main Author: Fishbein, Jonathan Michael
Language:en
Published: 2008
Subjects:
Holographic Reduced Representations
Vector Space Model
Text Classification
Parts of Speech Tagging
Random Indexing
Support Vector Machines
Syntactic Structure
Semantics
System Design Engineering
Online Access:http://hdl.handle.net/10012/3819

Internet

http://hdl.handle.net/10012/3819

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