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Subjectivity Word Sense Disambiguation
Subjectivity Word Sense Disambiguation - Trends
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in Proceedings of the Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2010), Iasi, Romania, March 2010. Courtney Corley, Rada Mihalcea, Armin Mikler and Antonio Sanfilippo Predicting Individual Affect of Health Interventions to Reduce HPV Prevalence . Book chapter in Software Tools and Algorithms for Biological Systems (book series, Advances in Experimental Medicine and Biology, AEMB), Springer, 2010. 2009 Ravi Sinha and Rada Mihalcea, Combining Lexical Resources for Contextual Synonym Expansion , in Proceedings of the Conference in Recent Advances in Natural Language Processing, 2009. Samer ...
a simple, robust, scalable method for semi-supervised training using weakly-labeled data. GE fits model parameters by favoring models that match certain expectation constraints, such as marginal label distributions, on the unlabeled data. This paper shows how to apply generalized expectation criteria to two classes of parametric models: maximum entropy models and conditional random fields. Experimental results demonstrate accuracy improvements over supervised training and a number of other state-of-the-art semi-supervised learning methods for these models. [abs][pdf] ACL会议（Annual ... Read More