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Viterbi Training for PCFGs: Hardness Results and Competitiveness of Uniform Initialization
Shay Cohen
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Noah A. Smith
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Paper Details:
Month: July
Year: 2010
Location: Uppsala, Sweden
Venue:
ACL |
Citations
URL
Three Dependency-and-Boundary Models for Grammar Induction
Valentin I. Spitkovsky
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Hiyan Alshawi
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Daniel Jurafsky
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Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction
Valentin I. Spitkovsky
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Hiyan Alshawi
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Daniel Jurafsky
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Generalizing a Strongly Lexicalized Parser using Unlabeled Data
Tejaswini Deoskar
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Christos Christodoulopoulos
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Alexandra Birch
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Mark Steedman
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Empirical Risk Minimization for Probabilistic Grammars: Sample Complexity and Hardness of Learning
Shay B. Cohen
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Noah A. Smith
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Nonconvex Global Optimization for Latent-Variable Models
Matthew R. Gormley
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Jason Eisner
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Capitalization Cues Improve Dependency Grammar Induction
Valentin I. Spitkovsky
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Hiyan Alshawi
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Daniel Jurafsky
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No URLs Found
Field Of Study
Approach
Unsupervised Learning
Language
English
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