Generalized Expectation Criteria for Lightly Supervised Learning
Machine learning has facilitated many recent advances in natural language processing and information extraction. Unfortunately, most machine learning methods rely on costly labeled data, which impedes their application to new problems. Even in the absence of labeled data we often have a wealth of pr...
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ScholarWorks@UMass Amherst
2011
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| Online Access: | https://scholarworks.umass.edu/open_access_dissertations/440 https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1444&context=open_access_dissertations |