1406 search results - page 93 / 282 » Learning Pseudo-independent Models: Analytical and Experimen... |
184
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ACL
2011
14 years 10 months ago
2011
We derive two variants of a semi-supervised model for fine-grained sentiment analysis. Both models leverage abundant natural supervision in the form of review ratings, as well as...
180
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NIPS
2007
15 years 7 months ago
2007
We investigate the problem of learning a widely-used latent-variable model – the Latent Dirichlet Allocation (LDA) or “topic” model – using distributed computation, where ...
187
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ICIP
2010
IEEE
15 years 4 months ago
2010
IEEE
Most approaches to learn classifiers for structured objects (e.g., images) use generative models in a classical Bayesian framework. However, state-of-the-art classifiers for vecto...
177
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PROMISE
2010
15 years 1 months ago
2010
BACKGROUND: Defect predictors learned from static code measures can isolate code modules with a higher than usual probability of defects. AIMS: To improve those learners by focusi...
166
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ACL
2010
15 years 4 months ago
2010
In this paper we present a joint content selection and compression model for single-document summarization. The model operates over a phrase-based representation of the source doc...