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    » Models of Metaphor in NLP
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    EMNLP
    2006
    190views Natural Language Processing» more  EMNLP 2006»
    Competitive generative models with structure learning for NLP classification tasks
    13 years 11 months ago
    Competitive generative models with structure learning for NLP classification tasks
    Download  nlp.stanford.edu
    In this paper we show that generative models are competitive with and sometimes superior to discriminative models, when both kinds of models are allowed to learn structures that a...
    Kristina Toutanova
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    EACL
    2006
    ACL Anthology
    134views Natural Language Processing» more  EACL 2006»
    Bayesian Network, a Model for NLP?
    13 years 11 months ago
    Bayesian Network, a Model for NLP?
    Download  acl.ldc.upenn.edu
    The NLP systems often have low performances because they rely on unreliable and heterogeneous knowledge. We show on the task of non-anaphoric it identification how to overcome the...
    Davy Weissenbacher
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    NAACL
    2004
    75views Computational Linguistics» more  NAACL 2004»
    The Web as a Baseline: Evaluating the Performance of Unsupervised Web-based Models for a Range of NLP Tasks
    13 years 11 months ago
    The Web as a Baseline: Evaluating the Performance of Unsupervised Web-based Models for a Range of NLP Tasks
    Download  homepages.inf.ed.ac.uk
    Previous work demonstrated that web counts can be used to approximate bigram frequencies, and thus should be useful for a wide variety of NLP tasks. So far, only two generation ta...
    Mirella Lapata, Frank Keller
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    NAACL
    2003
    190views Computational Linguistics» more  NAACL 2003»
    A Generative Probabilistic OCR Model for NLP Applications
    13 years 11 months ago
    A Generative Probabilistic OCR Model for NLP Applications
    Download  acl.ldc.upenn.edu
    In this paper, we introduce a generative probabilistic optical character recognition (OCR) model that describes an end-to-end process in the noisy channel framework, progressing f...
    Okan Kolak, William J. Byrne, Philip Resnik
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    AO
    2005
    147views more  AO 2005»
    Domain modelling and NLP: Formal ontologies? Lexica? Or a bit of both?
    13 years 9 months ago
    Domain modelling and NLP: Formal ontologies? Lexica? Or a bit of both?
    Download  cswww.essex.ac.uk
    There are a number of genuinely open questions concerning the use of domain models in nlp. It would be great if contributors to Applied Ontology could help addressing them rather ...
    Massimo Poesio
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