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    EMNLP
    2009
    111views Natural Language Processing» more  EMNLP 2009»
    An Empirical Study of Semi-supervised Structured Conditional Models for Dependency Parsing
    13 years 5 months ago
    An Empirical Study of Semi-supervised Structured Conditional Models for Dependency Parsing
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    This paper describes an empirical study of high-performance dependency parsers based on a semi-supervised learning approach. We describe an extension of semisupervised structured ...
    Jun Suzuki, Hideki Isozaki, Xavier Carreras, Micha...
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    NIPS
    2001
    178views Information Technology» more  NIPS 2001»
    Natural Language Grammar Induction Using a Constituent-Context Model
    13 years 8 months ago
    Natural Language Grammar Induction Using a Constituent-Context Model
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    This paper presents a novel approach to the unsupervised learning of syntactic analyses of natural language text. Most previous work has focused on maximizing likelihood according...
    Dan Klein, Christopher D. Manning
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    ICASSP
    2008
    IEEE
    159views Signal Processing» more  ICASSP 2008»
    An iterative unsupervised learning method for information distillation
    14 years 1 months ago
    An iterative unsupervised learning method for information distillation
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    Information distillation techniques are used to analyze and interpret large volumes of speech and text archives in multiple languages and produce structured information of interes...
    Kamand Kamangar, Dilek Hakkani-Tür, Gökh...
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    EMNLP
    2009
    163views Natural Language Processing» more  EMNLP 2009»
    Parser Adaptation and Projection with Quasi-Synchronous Grammar Features
    13 years 5 months ago
    Parser Adaptation and Projection with Quasi-Synchronous Grammar Features
    Download  www.aclweb.org
    We connect two scenarios in structured learning: adapting a parser trained on one corpus to another annotation style, and projecting syntactic annotations from one language to ano...
    David A. Smith, Jason Eisner
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    ACL
    2010
    131views Computational Linguistics» more  ACL 2010»
    Learning Common Grammar from Multilingual Corpus
    13 years 5 months ago
    Learning Common Grammar from Multilingual Corpus
    Download  aclweb.org
    We propose a corpus-based probabilistic framework to extract hidden common syntax across languages from non-parallel multilingual corpora in an unsupervised fashion. For this purp...
    Tomoharu Iwata, Daichi Mochihashi, Hiroshi Sawada
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