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Semantic Representations with Probabilistic Topic Models

Semantic Representations with Probabilistic Topic Models

Semantic Representations with Probabilistic Topic Models. Mark Steyvers Department of Cognitive Sciences University of California, Irvine. Joint work with: Tom Griffiths, UC Berkeley Padhraic Smyth, UC Irvine. Topic Models in Machine Learning.

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1.2k views • 105 slides
Statistical Models for Information Retrieval and Text Mining

Statistical Models for Information Retrieval and Text Mining

Statistical Models for Information Retrieval and Text Mining. ChengXiang Zhai (???) Department of Computer Science Graduate School of Library & Information Science Institute for Genomic Biology, Statistics University of Illinois, Urbana-Champaign

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1k views • 85 slides
Probabilistic Topic Models for Text Mining

Probabilistic Topic Models for Text Mining

Probabilistic Topic Models for Text Mining. ChengXiang Zhai (???) Department of Computer Science Graduate School of Library & Information Science Institute for Genomic Biology, Statistics University of Illinois, Urbana-Champaign http://www-faculty.cs.uiuc.edu/~czhai, czhai@cs.uiuc.edu.

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886 views • 78 slides
Probabilistic Topic Models for Text Mining

Probabilistic Topic Models for Text Mining

Probabilistic Topic Models for Text Mining. ChengXiang Zhai (???) Department of Computer Science Graduate School of Library & Information Science Institute for Genomic Biology, Statistics University of Illinois, Urbana-Champaign http://www-faculty.cs.uiuc.edu/~czhai, czhai@cs.uiuc.edu.

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791 views • 78 slides
Structured Topic Models: Jointly Modeling Words and Their Accompanying Modalities

Structured Topic Models: Jointly Modeling Words and Their Accompanying Modalities

Structured Topic Models: Jointly Modeling Words and Their Accompanying Modalities. Xuerui Wang Computer Science Department University of Massachusetts Amherst. Joint work with Andrew McCallum, Andres Corrada-Emmanuel, Chris Pal, Xing Wei and Natasha Mohanty. Probabilistic topic models.

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703 views • 57 slides

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