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    EMNLP
    2011
    133views Natural Language Processing» more  EMNLP 2011»
    Data-Driven Response Generation in Social Media
    12 years 12 months ago
    Data-Driven Response Generation in Social Media
    Download  www.cs.washington.edu
    We present a data-driven approach to generating responses to Twitter status posts, based on phrase-based Statistical Machine Translation. We find that mapping conversational stim...
    Alan Ritter, Colin Cherry, William B. Dolan
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    EMNLP
    2011
    114views Natural Language Processing» more  EMNLP 2011»
    Exact Inference for Generative Probabilistic Non-Projective Dependency Parsing
    12 years 12 months ago
    Exact Inference for Generative Probabilistic Non-Projective Dependency Parsing
    Download  aclweb.org
    Shay B. Cohen, Carlos Gómez-Rodrígue...
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    EMNLP
    2011
    183views Natural Language Processing» more  EMNLP 2011»
    Structured Sparsity in Structured Prediction
    12 years 12 months ago
    Structured Sparsity in Structured Prediction
    Download  www.cs.cmu.edu
    Linear models have enjoyed great success in structured prediction in NLP. While a lot of progress has been made on efficient training with several loss functions, the problem of ...
    André F. T. Martins, Noah A. Smith, M&aacut...
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    EMNLP
    2011
    193views Natural Language Processing» more  EMNLP 2011»
    Training a Log-Linear Parser with Loss Functions via Softmax-Margin
    12 years 12 months ago
    Training a Log-Linear Parser with Loss Functions via Softmax-Margin
    Download  homepages.inf.ed.ac.uk
    Log-linear parsing models are often trained by optimizing likelihood, but we would prefer to optimise for a task-specific metric like Fmeasure. Softmax-margin is a convex objecti...
    Michael Auli, Adam Lopez
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    EMNLP
    2011
    187views Natural Language Processing» more  EMNLP 2011»
    Statistical Machine Translation with Local Language Models
    12 years 12 months ago
    Statistical Machine Translation with Local Language Models
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    Christof Monz
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    EMNLP
    2011
    135views Natural Language Processing» more  EMNLP 2011»
    Third-order Variational Reranking on Packed-Shared Dependency Forests
    12 years 12 months ago
    Third-order Variational Reranking on Packed-Shared Dependency Forests
    Download  www.aclweb.org
    Katsuhiko Hayashi, Taro Watanabe, Masayuki Asahara...
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    EMNLP
    2011
    131views Natural Language Processing» more  EMNLP 2011»
    Learning General Connotation of Words using Graph-based Algorithms
    12 years 12 months ago
    Learning General Connotation of Words using Graph-based Algorithms
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    Song Feng, Ritwik Bose, Yejin Choi
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    EMNLP
    2011
    168views Natural Language Processing» more  EMNLP 2011»
    Random Walk Inference and Learning in A Large Scale Knowledge Base
    12 years 12 months ago
    Random Walk Inference and Learning in A Large Scale Knowledge Base
    Download  www.cs.cmu.edu
    We consider the problem of performing learning and inference in a large scale knowledge base containing imperfect knowledge with incomplete coverage. We show that a soft inference...
    Ni Lao, Tom M. Mitchell, William W. Cohen
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    EMNLP
    2011
    197views Natural Language Processing» more  EMNLP 2011»
    Syntactic Decision Tree LMs: Random Selection or Intelligent Design?
    12 years 12 months ago
    Syntactic Decision Tree LMs: Random Selection or Intelligent Design?
    Download  aclweb.org
    Denis Filimonov, Mary P. Harper
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    EMNLP
    2011
    175views Natural Language Processing» more  EMNLP 2011»
    Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation
    12 years 12 months ago
    Learning Sentential Paraphrases from Bilingual Parallel Corpora for Text-to-Text Generation
    Download  www.clsp.jhu.edu
    Previous work has shown that high quality phrasal paraphrases can be extracted from bilingual parallel corpora. However, it is not clear whether bitexts are an appropriate resourc...
    Juri Ganitkevitch, Chris Callison-Burch, Courtney ...
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