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    » Modeling class cohesion as mixtures of latent topics
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    ACL
    2006
    107views Computational Linguistics» more  ACL 2006»
    BiTAM: Bilingual Topic AdMixture Models for Word Alignment
    13 years 7 months ago
    BiTAM: Bilingual Topic AdMixture Models for Word Alignment
    Download  www.sailing.cs.cmu.edu
    We propose a novel bilingual topical admixture (BiTAM) formalism for word alignment in statistical machine translation. Under this formalism, the parallel sentence-pairs within a ...
    Bing Zhao, Eric P. Xing
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    NAACL
    2003
    131views Computational Linguistics» more  NAACL 2003»
    Getting More Mileage from Web Text Sources for Conversational Speech Language Modeling using Class-Dependent Mixtures
    13 years 7 months ago
    Getting More Mileage from Web Text Sources for Conversational Speech Language Modeling using Class-Dependent Mixtures
    Download  crow.ee.washington.edu
    Sources of training data suitable for language modeling of conversational speech are limited. In this paper, we show how training data can be supplemented with text from the web ď...
    Ivan Bulyko, Mari Ostendorf, Andreas Stolcke
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    AAAI
    2010
    149views Intelligent Agents» more  AAAI 2010»
    Latent Class Models for Algorithm Portfolio Methods
    13 years 4 months ago
    Latent Class Models for Algorithm Portfolio Methods
    Download  nn.cs.utexas.edu
    Different solvers for computationally difficult problems such as satisfiability (SAT) perform best on different instances. Algorithm portfolios exploit this phenomenon by predicti...
    Bryan Silverthorn, Risto Miikkulainen
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    KDD
    2006
    ACM
    175views Data Mining» more  KDD 2006»
    A mixture model for contextual text mining
    14 years 6 months ago
    A mixture model for contextual text mining
    Download  sifaka.cs.uiuc.edu
    Contextual text mining is concerned with extracting topical themes from a text collection with context information (e.g., time and location) and comparing/analyzing the variations...
    Qiaozhu Mei, ChengXiang Zhai
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    WWW
    2011
    ACM
    247views Internet Technology» more  WWW 2011»
    Investigating topic models for social media user recommendation
    13 years 1 months ago
    Investigating topic models for social media user recommendation
    Download  www.marcopennacchiotti.com
    This paper presents a user recommendation system that recommends to a user new friends having similar interests. We automatically discover users’ interests using Latent Dirichle...
    Marco Pennacchiotti, Siva Gurumurthy
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