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    EMNLP
    2009
    130views Natural Language Processing» more  EMNLP 2009»
    Supervised Learning of a Probabilistic Lexicon of Verb Semantic Classes
    13 years 5 months ago
    Supervised Learning of a Probabilistic Lexicon of Verb Semantic Classes
    Download  www.aclweb.org
    The work presented in this paper explores a supervised method for learning a probabilistic model of a lexicon of VerbNet classes. We intend for the probabilistic model to provide ...
    Yusuke Miyao, Jun-ichi Tsujii
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    EMNLP
    2009
    118views Natural Language Processing» more  EMNLP 2009»
    Discriminative Substring Decoding for Transliteration
    13 years 5 months ago
    Discriminative Substring Decoding for Transliteration
    Download  research.microsoft.com
    We present a discriminative substring decoder for transliteration. This decoder extends recent approaches for discriminative character transduction by allowing for a list of known...
    Colin Cherry, Hisami Suzuki
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    EMNLP
    2009
    124views Natural Language Processing» more  EMNLP 2009»
    On the Role of Lexical Features in Sequence Labeling
    13 years 5 months ago
    On the Role of Lexical Features in Sequence Labeling
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    We use the technique of SVM anchoring to demonstrate that lexical features extracted from a training corpus are not necessary to obtain state of the art results on tasks such as N...
    Yoav Goldberg, Michael Elhadad
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    EMNLP
    2009
    75views Natural Language Processing» more  EMNLP 2009»
    Global Learning of Noun Phrase Anaphoricity in Coreference Resolution via Label Propagation
    13 years 5 months ago
    Global Learning of Noun Phrase Anaphoricity in Coreference Resolution via Label Propagation
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    Guodong Zhou, Fang Kong
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    EMNLP
    2009
    136views Natural Language Processing» more  EMNLP 2009»
    Active Learning by Labeling Features
    13 years 5 months ago
    Active Learning by Labeling Features
    Download  www.cs.umass.edu
    Methods that learn from prior information about input features such as generalized expectation (GE) have been used to train accurate models with very little effort. In this paper,...
    Gregory Druck, Burr Settles, Andrew McCallum
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    EMNLP
    2009
    130views Natural Language Processing» more  EMNLP 2009»
    Graph Alignment for Semi-Supervised Semantic Role Labeling
    13 years 5 months ago
    Graph Alignment for Semi-Supervised Semantic Role Labeling
    Download  www.aclweb.org
    Unknown lexical items present a major obstacle to the development of broadcoverage semantic role labeling systems. We address this problem with a semisupervised learning approach ...
    Hagen Fürstenau, Mirella Lapata
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    EMNLP
    2009
    135views Natural Language Processing» more  EMNLP 2009»
    Simple Coreference Resolution with Rich Syntactic and Semantic Features
    13 years 5 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
    127views Natural Language Processing» more  EMNLP 2009»
    Non-Projective Parsing for Statistical Machine Translation
    13 years 5 months ago
    Non-Projective Parsing for Statistical Machine Translation
    Download  www.lsi.upc.edu
    Xavier Carreras, Michael Collins
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    EMNLP
    2009
    166views Natural Language Processing» more  EMNLP 2009»
    Weighted Alignment Matrices for Statistical Machine Translation
    13 years 5 months ago
    Weighted Alignment Matrices for Statistical Machine Translation
    Download  mtgroup.ict.ac.cn
    Current statistical machine translation systems usually extract rules from bilingual corpora annotated with 1-best alignments. They are prone to learn noisy rules due to alignment...
    Yang Liu, Tian Xia, Xinyan Xiao, Qun Liu
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    EMNLP
    2009
    202views Natural Language Processing» more  EMNLP 2009»
    Cross-lingual Semantic Relatedness Using Encyclopedic Knowledge
    13 years 5 months ago
    Cross-lingual Semantic Relatedness Using Encyclopedic Knowledge
    Download  www.aclweb.org
    In this paper, we address the task of crosslingual semantic relatedness. We introduce a method that relies on the information extracted from Wikipedia, by exploiting the interlang...
    Samer Hassan, Rada Mihalcea
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