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    EMNLP
    2011
    165views Natural Language Processing» more  EMNLP 2011»
    Bootstrapping Semantic Parsers from Conversations
    12 years 10 months ago
    Bootstrapping Semantic Parsers from Conversations
    Download  yoavartzi.com
    Conversations provide rich opportunities for interactive, continuous learning. When something goes wrong, a system can ask for clarification, rewording, or otherwise redirect the...
    Yoav Artzi, Luke S. Zettlemoyer
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    EMNLP
    2010
    134views Natural Language Processing» more  EMNLP 2010»
    Incorporating Content Structure into Text Analysis Applications
    13 years 8 months ago
    Incorporating Content Structure into Text Analysis Applications
    Download  people.csail.mit.edu
    In this paper, we investigate how modeling content structure can benefit text analysis applications such as extractive summarization and sentiment analysis. This follows the lingu...
    Christina Sauper, Aria Haghighi, Regina Barzilay
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    EMNLP
    2009
    123views Natural Language Processing» more  EMNLP 2009»
    First- and Second-Order Expectation Semirings with Applications to Minimum-Risk Training on Translation Forests
    13 years 8 months ago
    First- and Second-Order Expectation Semirings with Applications to Minimum-Risk Training on Translation Forests
    Download  cs.jhu.edu
    Many statistical translation models can be regarded as weighted logical deduction. Under this paradigm, we use weights from the expectation semiring (Eisner, 2002), to compute fir...
    Zhifei Li, Jason Eisner
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    EMNLP
    2009
    137views Natural Language Processing» more  EMNLP 2009»
    Lattice-based System Combination for Statistical Machine Translation
    13 years 8 months ago
    Lattice-based System Combination for Statistical Machine Translation
    Download  mtgroup.ict.ac.cn
    Current system combination methods usually use confusion networks to find consensus translations among different systems. Requiring one-to-one mappings between the words in candid...
    Yang Feng, Yang Liu, Haitao Mi, Qun Liu, Yajuan L&...
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    EMNLP
    2009
    129views Natural Language Processing» more  EMNLP 2009»
    Feature-Rich Translation by Quasi-Synchronous Lattice Parsing
    13 years 8 months ago
    Feature-Rich Translation by Quasi-Synchronous Lattice Parsing
    Download  aclweb.org
    We present a machine translation framework that can incorporate arbitrary features of both input and output sentences. The core of the approach is a novel decoder based on lattice...
    Kevin Gimpel, Noah A. Smith
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