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    EMNLP
    2007
    129views Natural Language Processing» more  EMNLP 2007»
    Unsupervised Part-of-Speech Acquisition for Resource-Scarce Languages
    13 years 9 months ago
    Unsupervised Part-of-Speech Acquisition for Resource-Scarce Languages
    Download  www.utdallas.edu
    This paper proposes a new bootstrapping approach to unsupervised part-of-speech induction. In comparison to previous bootstrapping algorithms developed for this problem, our appro...
    Sajib Dasgupta, Vincent Ng
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    EMNLP
    2007
    105views Natural Language Processing» more  EMNLP 2007»
    Structured Prediction Models via the Matrix-Tree Theorem
    13 years 9 months ago
    Structured Prediction Models via the Matrix-Tree Theorem
    Download  people.csail.mit.edu
    This paper provides an algorithmic framework for learning statistical models involving directed spanning trees, or equivalently non-projective dependency structures. We show how p...
    Terry Koo, Amir Globerson, Xavier Carreras, Michae...
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    EMNLP
    2007
    144views Natural Language Processing» more  EMNLP 2007»
    A Topic Model for Word Sense Disambiguation
    13 years 9 months ago
    A Topic Model for Word Sense Disambiguation
    Download  wordnet.cs.princeton.edu
    We develop latent Dirichlet allocation with WORDNET (LDAWN), an unsupervised probabilistic topic model that includes word sense as a hidden variable. We develop a probabilistic po...
    Jordan L. Boyd-Graber, David M. Blei, Xiaojin Zhu
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    EMNLP
    2007
    122views Natural Language Processing» more  EMNLP 2007»
    Using Foreign Inclusion Detection to Improve Parsing Performance
    13 years 9 months ago
    Using Foreign Inclusion Detection to Improve Parsing Performance
    Download  acl.ldc.upenn.edu
    Inclusions from other languages can be a significant source of errors for monolingual parsers. We show this for English inclusions, which are sufficiently frequent to present a ...
    Beatrice Alex, Amit Dubey, Frank Keller
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    EMNLP
    2007
    197views Natural Language Processing» more  EMNLP 2007»
    Large Margin Synchronous Generation and its Application to Sentence Compression
    13 years 9 months ago
    Large Margin Synchronous Generation and its Application to Sentence Compression
    Download  homepages.inf.ed.ac.uk
    This paper presents a tree-to-tree transduction method for text rewriting. Our model is based on synchronous tree substitution grammar, a formalism that allows local distortion of...
    Trevor Cohn, Mirella Lapata
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