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    EMNLP
    2007
    129views Natural Language Processing» more  EMNLP 2007»
    Unsupervised Part-of-Speech Acquisition for Resource-Scarce Languages
    14 years 11 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
    14 years 11 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
    14 years 11 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
    14 years 11 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
    14 years 11 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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