Tandem learning: A learning framework for document categorization

Supervised machine learning techniques rely on the availability of ample training data in the form of labeled instances. However, in text, users can have a strong intuition about the relevance of features, that is, words that are indicative of a topic. In this work we show that user prior knowledge...

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Bibliographic Details
Main Author: Raghavan, Hema
Language:ENG
Published: ScholarWorks@UMass Amherst 2007
Subjects:
Online Access:https://scholarworks.umass.edu/dissertations/AAI3275740