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    EMNLP
    2011
    140views Natural Language Processing» more  EMNLP 2011»
    Approximate Scalable Bounded Space Sketch for Large Data NLP
    12 years 11 months ago
    Approximate Scalable Bounded Space Sketch for Large Data NLP
    Download  www.umiacs.umd.edu
    We exploit sketch techniques, especially the Count-Min sketch, a memory, and time efficient framework which approximates the frequency of a word pair in the corpus without explic...
    Amit Goyal, Hal Daumé III
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    EMNLP
    2011
    139views Natural Language Processing» more  EMNLP 2011»
    Class Label Enhancement via Related Instances
    12 years 11 months ago
    Class Label Enhancement via Related Instances
    Download  cs-people.bu.edu
    Class-instance label propagation algorithms have been successfully used to fuse information from multiple sources in order to enrich a set of unlabeled instances with class labels...
    Zornitsa Kozareva, Konstantin Voevodski, Shang-Hua...
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    EMNLP
    2011
    159views Natural Language Processing» more  EMNLP 2011»
    Probabilistic models of similarity in syntactic context
    12 years 11 months ago
    Probabilistic models of similarity in syntactic context
    Download  aclweb.org
    Diarmuid Ó Séaghdha, Anna Korhonen
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    EMNLP
    2011
    147views Natural Language Processing» more  EMNLP 2011»
    Predicting Thread Discourse Structure over Technical Web Forums
    12 years 11 months ago
    Predicting Thread Discourse Structure over Technical Web Forums
    Download  aclweb.org
    Li Wang, Marco Lui, Su Nam Kim, Joakim Nivre, Timo...
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    EMNLP
    2011
    180views Natural Language Processing» more  EMNLP 2011»
    A novel dependency-to-string model for statistical machine translation
    12 years 11 months ago
    A novel dependency-to-string model for statistical machine translation
    Download  nlp.ict.ac.cn
    Jun Xie, Haitao Mi, Qun Liu
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    EMNLP
    2011
    135views Natural Language Processing» more  EMNLP 2011»
    Learning Local Content Shift Detectors from Document-level Information
    12 years 11 months ago
    Learning Local Content Shift Detectors from Document-level Information
    Download  aclweb.org
    Richárd Farkas
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    EMNLP
    2011
    159views Natural Language Processing» more  EMNLP 2011»
    Improved Transliteration Mining Using Graph Reinforcement
    12 years 11 months ago
    Improved Transliteration Mining Using Graph Reinforcement
    Download  aclweb.org
    Ali El Kahki, Kareem Darwish, Ahmed Saad El Din, M...
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    EMNLP
    2011
    158views Natural Language Processing» more  EMNLP 2011»
    Hierarchical Verb Clustering Using Graph Factorization
    12 years 11 months ago
    Hierarchical Verb Clustering Using Graph Factorization
    Download  aclweb.org
    Lin Sun, Anna Korhonen
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    EMNLP
    2011
    227views Natural Language Processing» more  EMNLP 2011»
    Unsupervised Dependency Parsing without Gold Part-of-Speech Tags
    12 years 11 months ago
    Unsupervised Dependency Parsing without Gold Part-of-Speech Tags
    Download  www.stanford.edu
    We show that categories induced by unsupervised word clustering can surpass the performance of gold part-of-speech tags in dependency grammar induction. Unlike classic clustering ...
    Valentin I. Spitkovsky, Hiyan Alshawi, Angel X. Ch...
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    EMNLP
    2011
    166views Natural Language Processing» more  EMNLP 2011»
    Lateen EM: Unsupervised Training with Multiple Objectives, Applied to Dependency Grammar Induction
    12 years 11 months ago
    Lateen EM: Unsupervised Training with Multiple Objectives, Applied to Dependency Grammar Induction
    Download  www.stanford.edu
    We present new training methods that aim to mitigate local optima and slow convergence in unsupervised training by using additional imperfect objectives. In its simplest form, lat...
    Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jura...
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