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    KDD
    2009
    ACM
    190views Data Mining» more  KDD 2009»
    Named entity mining from click-through data using weakly supervised latent dirichlet allocation
    14 years 8 months ago
    Named entity mining from click-through data using weakly supervised latent dirichlet allocation
    Download  research.microsoft.com
    This paper addresses Named Entity Mining (NEM), in which we mine knowledge about named entities such as movies, games, and books from a huge amount of data. NEM is potentially use...
    Gu Xu, Shuang-Hong Yang, Hang Li
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    JIIS
    2002
    114views more  JIIS 2002»
    A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams
    13 years 7 months ago
    A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams
    Download  www.lans.ece.utexas.edu
    Abstract. We propose a novel probabilistic method, based on latent variable models, for unsupervised topographic visualisation of dynamically evolving, coherent textual information...
    Ata Kabán, Mark Girolami
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    EMNLP
    2009
    179views Natural Language Processing» more  EMNLP 2009»
    Cross-Cultural Analysis of Blogs and Forums with Mixed-Collection Topic Models
    13 years 5 months ago
    Cross-Cultural Analysis of Blogs and Forums with Mixed-Collection Topic Models
    Download  www.aclweb.org
    This paper presents preliminary results on the detection of cultural differences from people's experiences in various countries from two perspectives: tourists and locals. Ou...
    Michael Paul, Roxana Girju
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    NIPS
    2007
    178views Information Technology» more  NIPS 2007»
    Supervised Topic Models
    13 years 9 months ago
    Supervised Topic Models
    Download  www.cs.princeton.edu
    We introduce supervised latent Dirichlet allocation (sLDA), a statistical model of labelled documents. The model accommodates a variety of response types. We derive a maximum-like...
    David M. Blei, Jon D. McAuliffe
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    SDM
    2009
    SIAM
    208views Data Mining» more  SDM 2009»
    Topic Evolution in a Stream of Documents.
    14 years 5 months ago
    Topic Evolution in a Stream of Documents.
    Download  www.siam.org
    Document collections evolve over time, new topics emerge and old ones decline. At the same time, the terminology evolves as well. Much literature is devoted to topic evolution in ...
    Alexander Hinneburg, Andrè Gohr, Myra Spili...
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