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    EMNLP
    2008
    148views Natural Language Processing» more  EMNLP 2008»
    Predicting Success in Machine Translation
    13 years 6 months ago
    Predicting Success in Machine Translation
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    The performance of machine translation systems varies greatly depending on the source and target languages involved. Determining the contribution of different characteristics of l...
    Alexandra Birch, Miles Osborne, Philipp Koehn
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    EMNLP
    2008
    107views Natural Language Processing» more  EMNLP 2008»
    Discriminative Learning of Selectional Preference from Unlabeled Text
    13 years 6 months ago
    Discriminative Learning of Selectional Preference from Unlabeled Text
    Download  www.aclweb.org
    We present a discriminative method for learning selectional preferences from unlabeled text. Positive examples are taken from observed predicate-argument pairs, while negatives ar...
    Shane Bergsma, Dekang Lin, Randy Goebel
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    EMNLP
    2008
    173views Natural Language Processing» more  EMNLP 2008»
    Mining and Modeling Relations between Formal and Informal Chinese Phrases from Web Corpora
    13 years 6 months ago
    Mining and Modeling Relations between Formal and Informal Chinese Phrases from Web Corpora
    Download  www.cs.jhu.edu
    We present a novel method for discovering and modeling the relationship between informal Chinese expressions (including colloquialisms and instant-messaging slang) and their forma...
    Zhifei Li, David Yarowsky
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    EMNLP
    2008
    142views Natural Language Processing» more  EMNLP 2008»
    Modeling Annotators: A Generative Approach to Learning from Annotator Rationales
    13 years 6 months ago
    Modeling Annotators: A Generative Approach to Learning from Annotator Rationales
    Download  www.cs.jhu.edu
    A human annotator can provide hints to a machine learner by highlighting contextual "rationales" for each of his or her annotations (Zaidan et al., 2007). How can one ex...
    Omar Zaidan, Jason Eisner
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    EMNLP
    2008
    147views Natural Language Processing» more  EMNLP 2008»
    Word Sense Disambiguation Using OntoNotes: An Empirical Study
    13 years 6 months ago
    Word Sense Disambiguation Using OntoNotes: An Empirical Study
    Download  www.comp.nus.edu.sg
    The accuracy of current word sense disambiguation (WSD) systems is affected by the fine-grained sense inventory of WordNet as well as a lack of training examples. Using the WSD ex...
    Zhi Zhong, Hwee Tou Ng, Yee Seng Chan
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    EMNLP
    2008
    106views Natural Language Processing» more  EMNLP 2008»
    Online Word Games for Semantic Data Collection
    13 years 6 months ago
    Online Word Games for Semantic Data Collection
    Download  www.stanford.edu
    Obtaining labeled data is a significant obstacle for many NLP tasks. Recently, online games have been proposed as a new way of obtaining labeled data; games attract users by being...
    David Vickrey, Aaron Bronzan, William Choi, Aman K...
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    EMNLP
    2008
    105views Natural Language Processing» more  EMNLP 2008»
    Learning Graph Walk Based Similarity Measures for Parsed Text
    13 years 6 months ago
    Learning Graph Walk Based Similarity Measures for Parsed Text
    Download  www.cs.cmu.edu
    We consider a parsed text corpus as an instance of a labelled directed graph, where nodes represent words and weighted directed edges represent the syntactic relations between the...
    Einat Minkov, William W. Cohen
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    EMNLP
    2008
    75views Natural Language Processing» more  EMNLP 2008»
    Unsupervised Models for Coreference Resolution
    13 years 6 months ago
    Unsupervised Models for Coreference Resolution
    Download  www.hlt.utdallas.edu
    We present a generative model for unsupervised coreference resolution that views coreference as an EM clustering process. For comparison purposes, we revisit Haghighi and Klein�...
    Vincent Ng
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    EMNLP
    2008
    104views Natural Language Processing» more  EMNLP 2008»
    Automatic induction of FrameNet lexical units
    13 years 6 months ago
    Automatic induction of FrameNet lexical units
    Download  www.aclweb.org
    Most attempts to integrate FrameNet in NLP systems have so far failed because of its limited coverage. In this paper, we investigate the applicability of distributional and WordNe...
    Marco Pennacchiotti, Diego De Cao, Roberto Basili,...
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    EMNLP
    2008
    104views Natural Language Processing» more  EMNLP 2008»
    Latent-Variable Modeling of String Transductions with Finite-State Methods
    13 years 6 months ago
    Latent-Variable Modeling of String Transductions with Finite-State Methods
    Download  cs.jhu.edu
    String-to-string transduction is a central problem in computational linguistics and natural language processing. It occurs in tasks as diverse as name transliteration, spelling co...
    Markus Dreyer, Jason Smith, Jason Eisner
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