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    COLING
    2008
    169views Computational Linguistics» more  COLING 2008»
    Detecting Multiple Facets of an Event using Graph-Based Unsupervised Methods
    14 years 11 months ago
    Detecting Multiple Facets of an Event using Graph-Based Unsupervised Methods
    Download  clair.si.umich.edu
    We propose a new unsupervised method for topic detection that automatically identifies the different facets of an event. We use pointwise Kullback-Leibler divergence along with th...
    Pradeep Muthukrishnan, Joshua Gerrish, Dragomir R....
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    COLING
    2008
    182views Computational Linguistics» more  COLING 2008»
    Topic Identification for Fine-Grained Opinion Analysis
    14 years 11 months ago
    Topic Identification for Fine-Grained Opinion Analysis
    Download  www.cs.cornell.edu
    Within the area of general-purpose finegrained subjectivity analysis, opinion topic identification has, to date, received little attention due to both the difficulty of the task a...
    Veselin Stoyanov, Claire Cardie
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    COLING
    2008
    128views Computational Linguistics» more  COLING 2008»
    When is Self-Training Effective for Parsing?
    14 years 11 months ago
    When is Self-Training Effective for Parsing?
    Download  aclweb.org
    Self-training has been shown capable of improving on state-of-the-art parser performance (McClosky et al., 2006) despite the conventional wisdom on the matter and several studies ...
    David McClosky, Eugene Charniak, Mark Johnson
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    COLING
    2008
    163views Computational Linguistics» more  COLING 2008»
    A Systematic Comparison of Phrase-Based, Hierarchical and Syntax-Augmented Statistical MT
    14 years 11 months ago
    A Systematic Comparison of Phrase-Based, Hierarchical and Syntax-Augmented Statistical MT
    Download  static.googleusercontent.com
    Probabilistic synchronous context-free grammar (PSCFG) translation models define weighted transduction rules that represent translation and reordering operations via nonterminal s...
    Andreas Zollmann, Ashish Venugopal, Franz Josef Oc...
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    COLING
    2008
    163views Computational Linguistics» more  COLING 2008»
    Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation
    14 years 11 months ago
    Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation
    Download  research.microsoft.com
    Words in Chinese text are not naturally separated by delimiters, which poses a challenge to standard machine translation (MT) systems. In MT, the widely used approach is to apply ...
    Jia Xu, Jianfeng Gao, Kristina Toutanova, Hermann ...
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