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ACL
2011
12 years 11 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
12 years 11 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
ACL
2011
12 years 11 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
ACL
2011
12 years 11 months ago
Extracting Social Power Relationships from Natural Language
Philip Bramsen, Martha Escobar-Molano, Ami Patel, ...