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    » Selective Sharing for Multilingual Dependency Parsing
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    EMNLP
    2007
    144views Natural Language Processing» more  EMNLP 2007»
    Fast and Robust Multilingual Dependency Parsing with a Generative Latent Variable Model
    13 years 6 months ago
    Fast and Robust Multilingual Dependency Parsing with a Generative Latent Variable Model
    Download  cui.unige.ch
    We use a generative history-based model to predict the most likely derivation of a dependency parse. Our probabilistic model is based on Incremental Sigmoid Belief Networks, a rec...
    Ivan Titov, James Henderson
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    EMNLP
    2007
    167views Natural Language Processing» more  EMNLP 2007»
    Dependency Parsing and Domain Adaptation with LR Models and Parser Ensembles
    13 years 6 months ago
    Dependency Parsing and Domain Adaptation with LR Models and Parser Ensembles
    Download  acl.ldc.upenn.edu
    We present a data-driven variant of the LR algorithm for dependency parsing, and extend it with a best-first search for probabilistic generalized LR dependency parsing. Parser act...
    Kenji Sagae, Jun-ichi Tsujii
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    EMNLP
    2007
    198views Natural Language Processing» more  EMNLP 2007»
    The CoNLL 2007 Shared Task on Dependency Parsing
    13 years 6 months ago
    The CoNLL 2007 Shared Task on Dependency Parsing
    Download  acl.ldc.upenn.edu
    The Conference on Computational Natural Language Learning features a shared task, in which participants train and test their learning systems on the same data sets. In 2007, as in...
    Joakim Nivre, Johan Hall, Sandra Kübler, Ryan...
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    EMNLP
    2007
    124views Natural Language Processing» more  EMNLP 2007»
    Experiments with a Higher-Order Projective Dependency Parser
    13 years 6 months ago
    Experiments with a Higher-Order Projective Dependency Parser
    Download  people.csail.mit.edu
    We present experiments with a dependency parsing model defined on rich factors. Our model represents dependency trees with factors that include three types of relations between t...
    Xavier Carreras
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    EMNLP
    2007
    122views Natural Language Processing» more  EMNLP 2007»
    Single Malt or Blended? A Study in Multilingual Parser Optimization
    13 years 6 months ago
    Single Malt or Blended? A Study in Multilingual Parser Optimization
    Download  acl.ldc.upenn.edu
    We describe a two-stage optimization of the MaltParser system for the ten languages in the multilingual track of the CoNLL 2007 shared task on dependency parsing. The first stage...
    Johan Hall, Jens Nilsson, Joakim Nivre, Gülse...
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