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ACL
2012
13 years 7 months ago
Heuristic Cube Pruning in Linear Time
We propose a novel heuristic algorithm for Cube Pruning running in linear time in the beam size. Empirically, we show a gain in running time of a standard machine translation syst...
Andrea Gesmundo, Giorgio Satta, James Henderson
ACL
2012
13 years 7 months ago
Combining Textual Entailment and Argumentation Theory for Supporting Online Debates Interactions
Blogs and forums are widely adopted by online communities to debate about various issues. However, a user that wants to cut in on a debate may experience some difficulties in ext...
Elena Cabrio, Serena Villata
ACL
2012
13 years 7 months ago
Higher-order Constituent Parsing and Parser Combination
This paper presents a higher-order model for constituent parsing aimed at utilizing more local structural context to decide the score of a grammar rule instance in a parse tree. E...
Xiao Chen, Chunyu Kit
ACL
2012
13 years 7 months ago
Using Rejuvenation to Improve Particle Filtering for Bayesian Word Segmentation
We present a novel extension to a recently proposed incremental learning algorithm for the word segmentation problem originally introduced in Goldwater (2006). By adding rejuvenat...
Benjamin Börschinger, Mark Johnson
ACL
2012
13 years 7 months ago
A Feature-Rich Constituent Context Model for Grammar Induction
We present LLCCM, a log-linear variant of the constituent context model (CCM) of grammar induction. LLCCM retains the simplicity of the original CCM but extends robustly to long s...
Dave Golland, John DeNero, Jakob Uszkoreit