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    SIGIR
    2002
    ACM
    124views Information Technology» more  SIGIR 2002»
    Risk minimization and language modeling in text retrieval dissertation abstract
    13 years 7 months ago
    Risk minimization and language modeling in text retrieval dissertation abstract
    Download  www.sigir.org
    tion Abstract ChengXiang Zhai (Advisor: John Lafferty) Language Technologies Institute School of Computer Science Carnegie Mellon University With the dramatic increase in online in...
    ChengXiang Zhai
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    SIGIR
    2002
    ACM
    106views Information Technology» more  SIGIR 2002»
    Term-specific smoothing for the language modeling approach to information retrieval: the importance of a query term
    13 years 7 months ago
    Term-specific smoothing for the language modeling approach to information retrieval: the importance of a query term
    Download  eprints.eemcs.utwente.nl
    This paper follows a formal approach to information retrieval based on statistical language models. By introducing some simple reformulations of the basic language modeling approa...
    Djoerd Hiemstra
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    EMNLP
    2009
    137views Natural Language Processing» more  EMNLP 2009»
    Semi-supervised Semantic Role Labeling Using the Latent Words Language Model
    13 years 5 months ago
    Semi-supervised Semantic Role Labeling Using the Latent Words Language Model
    Download  www.aclweb.org
    Semantic Role Labeling (SRL) has proved to be a valuable tool for performing automatic analysis of natural language texts. Currently however, most systems rely on a large training...
    Koen Deschacht, Marie-Francine Moens
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    EMNLP
    2009
    183views Natural Language Processing» more  EMNLP 2009»
    A Joint Language Model With Fine-grain Syntactic Tags
    13 years 5 months ago
    A Joint Language Model With Fine-grain Syntactic Tags
    Download  www.aclweb.org
    We present a scalable joint language model designed to utilize fine-grain syntactic tags. We discuss challenges such a design faces and describe our solutions that scale well to l...
    Denis Filimonov, Mary P. Harper
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    EMNLP
    2010
    198views Natural Language Processing» more  EMNLP 2010»
    Training Continuous Space Language Models: Some Practical Issues
    13 years 5 months ago
    Training Continuous Space Language Models: Some Practical Issues
    Download  www.aclweb.org
    Using multi-layer neural networks to estimate the probabilities of word sequences is a promising research area in statistical language modeling, with applications in speech recogn...
    Hai Son Le, Alexandre Allauzen, Guillaume Wisniews...
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