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    EMNLP
    2009
    137views Natural Language Processing» more  EMNLP 2009»
    On the Use of Virtual Evidence in Conditional Random Fields
    14 years 8 months ago
    On the Use of Virtual Evidence in Conditional Random Fields
    Download  www.aclweb.org
    Virtual evidence (VE), first introduced by (Pearl, 1988), provides a convenient way of incorporating prior knowledge into Bayesian networks. This work generalizes the use of VE to...
    Xiao Li
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    EMNLP
    2009
    135views Natural Language Processing» more  EMNLP 2009»
    Simple Coreference Resolution with Rich Syntactic and Semantic Features
    14 years 8 months ago
    Simple Coreference Resolution with Rich Syntactic and Semantic Features
    Download  www.aclweb.org
    Coreference systems are driven by syntactic, semantic, and discourse constraints. We present a simple approach which completely modularizes these three aspects. In contrast to muc...
    Aria Haghighi, Dan Klein
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    EMNLP
    2009
    102views Natural Language Processing» more  EMNLP 2009»
    Language Models Based on Semantic Composition
    14 years 8 months ago
    Language Models Based on Semantic Composition
    Download  www.aclweb.org
    In this paper we propose a novel statistical language model to capture long-range semantic dependencies. Specifically, we apply the concept of semantic composition to the problem ...
    Jeff Mitchell, Mirella Lapata
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    EMNLP
    2009
    127views Natural Language Processing» more  EMNLP 2009»
    Improving Verb Clustering with Automatically Acquired Selectional Preferences
    14 years 8 months ago
    Improving Verb Clustering with Automatically Acquired Selectional Preferences
    Download  www.cl.cam.ac.uk
    In previous research in automatic verb classification, syntactic features have proved the most useful features, although manual classifications rely heavily on semantic features. ...
    Lin Sun, Anna Korhonen
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    EMNLP
    2009
    133views Natural Language Processing» more  EMNLP 2009»
    Unsupervised Tokenization for Machine Translation
    14 years 8 months ago
    Unsupervised Tokenization for Machine Translation
    Download  www.cs.rochester.edu
    Training a statistical machine translation starts with tokenizing a parallel corpus. Some languages such as Chinese do not incorporate spacing in their writing system, which creat...
    Tagyoung Chung, Daniel Gildea
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