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» Supervised Topic Models

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ICSE
2010
IEEE-ACM

128views Software Engineering» more ICSE 2010»

Software traceability with topic modeling

14 years 2 months ago

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Hazeline U. Asuncion, Arthur Asuncion, Richard N. ...

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ICWSM
2008

121views Internet Technology» more ICWSM 2008»

Link-PLSA-LDA: A New Unsupervised Model for Topics and Influence of Blogs

13 years 11 months ago

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Ramesh Nallapati, William W. Cohen

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UAI
2008

333views Artificial Intelligence» more UAI 2008»

Hybrid Variational/Gibbs Collapsed Inference in Topic Models

13 years 11 months ago

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Variational Bayesian inference and (collapsed) Gibbs sampling are the two important classes of inference algorithms for Bayesian networks. Both have their advantages and disadvant...

Max Welling, Yee Whye Teh, Bert Kappen

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UAI
2004

93views Artificial Intelligence» more UAI 2004»

The Author-Topic Model for Authors and Documents

13 years 11 months ago

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Michal Rosen-Zvi, Thomas L. Griffiths, Mark Steyve...

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ICASSP
2010
IEEE

137views Signal Processing» more ICASSP 2010»

Latent topic modeling of word vicinity information for speech recognition

13 years 10 months ago

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