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144
Voted
ACL
2011
14 years 8 months ago
Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation
We describe an exact decoding algorithm for syntax-based statistical translation. The approach uses Lagrangian relaxation to decompose the decoding problem into tractable subprobl...
Alexander M. Rush, Michael Collins
ACL
2011
14 years 8 months ago
Binarized Forest to String Translation
Tree-to-string translation is syntax-aware and efficient but sensitive to parsing errors. Forestto-string translation approaches mitigate the risk of propagating parser errors in...
Hao Zhang, Licheng Fang, Peng Xu, Xiaoyun Wu
165
Voted
ACL
2011
14 years 8 months ago
A Comparison of Loopy Belief Propagation and Dual Decomposition for Integrated CCG Supertagging and Parsing
Via an oracle experiment, we show that the upper bound on accuracy of a CCG parser is significantly lowered when its search space is pruned using a supertagger, though the supert...
Michael Auli, Adam Lopez
73
Voted
ACL
2011
14 years 8 months ago
N-Best Rescoring Based on Pitch-accent Patterns
Je Hun Jeon, Wen Wang, Yang Liu
112
Voted
ACL
2011
14 years 8 months ago
Extracting Social Power Relationships from Natural Language
Philip Bramsen, Martha Escobar-Molano, Ami Patel, ...
ACL
2011
14 years 8 months ago
Interactive Topic Modeling
Topic models have been used extensively as a tool for corpus exploration, and a cottage industry has developed to tweak topic models to better encode human intuitions or to better...
Yuening Hu, Jordan L. Boyd-Graber, Brianna Satinof...