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    » Word Maturity: Computational Modeling of Word Knowledge
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    ACL
    2010
    187views Computational Linguistics» more  ACL 2010»
    Compositional Matrix-Space Models of Language
    14 years 8 months ago
    Compositional Matrix-Space Models of Language
    Download  aclweb.org
    We propose CMSMs, a novel type of generic compositional models for syntactic and semantic aspects of natural language, based on matrix multiplication. We argue for the structural ...
    Sebastian Rudolph, Eugenie Giesbrecht
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    COLING
    2010
    146views Computational Linguistics» more  COLING 2010»
    The Bag-of-Opinions Method for Review Rating Prediction from Sparse Text Patterns
    14 years 4 months ago
    The Bag-of-Opinions Method for Review Rating Prediction from Sparse Text Patterns
    Download  www.mpi-inf.mpg.de
    The problem addressed in this paper is to predict a user's numeric rating in a product review from the text of the review. Unigram and n-gram representations of text are comm...
    Lizhen Qu, Georgiana Ifrim, Gerhard Weikum
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    CIKM
    2007
    Springer
    201views Information Technology» more  CIKM 2007»
    A segment-based hidden markov model for real-setting pinyin-to-chinese conversion
    15 years 1 months ago
    A segment-based hidden markov model for real-setting pinyin-to-chinese conversion
    Download  www.daviszhou.net
    Hidden markov model (HMM) is frequently used for Pinyin-toChinese conversion. But it only captures the dependency with the preceding character. Higher order markov models can brin...
    Xiaohua Zhou, Xiaohua Hu, Xiaodan Zhang, Xiajiong ...
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    NAACL
    2010
    155views Computational Linguistics» more  NAACL 2010»
    Probabilistic Frame-Semantic Parsing
    14 years 7 months ago
    Probabilistic Frame-Semantic Parsing
    Download  www.cs.cmu.edu
    This paper contributes a formalization of frame-semantic parsing as a structure prediction problem and describes an implemented parser that transforms an English sentence into a f...
    Dipanjan Das, Nathan Schneider, Desai Chen, Noah A...
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    ACL
    2012
    155views Computational Linguistics» more  ACL 2012»
    Exploiting Social Information in Grounded Language Learning via Grammatical Reduction
    13 years 9 days ago
    Exploiting Social Information in Grounded Language Learning via Grammatical Reduction
    Download  aclweb.org
    This paper uses an unsupervised model of grounded language acquisition to study the role that social cues play in language acquisition. The input to the model consists of (orthogr...
    Mark Johnson, Katherine Demuth, Michael C. Frank
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