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ACL
2010
15 years 4 months ago
Hierarchical A* Parsing with Bridge Outside Scores
Hierarchical A (HA) uses of a hierarchy of coarse grammars to speed up parsing without sacrificing optimality. HA prioritizes search in refined grammars using Viterbi outside cost...
Adam Pauls, Dan Klein
NAACL
2010
15 years 4 months ago
Stream-based Translation Models for Statistical Machine Translation
Typical statistical machine translation systems are trained with static parallel corpora. Here we account for scenarios with a continuous incoming stream of parallel training data...
Abby Levenberg, Chris Callison-Burch, Miles Osborn...
ACL
2009
15 years 4 months ago
A Note on the Implementation of Hierarchical Dirichlet Processes
The implementation of collapsed Gibbs samplers for non-parametric Bayesian models is non-trivial, requiring considerable book-keeping. Goldwater et al. (2006a) presented an approx...
Phil Blunsom, Trevor Cohn, Sharon Goldwater, Mark ...
COLING
2010
15 years 1 months ago
Word Sense Disambiguation-based Sentence Similarity
Previous works tend to compute the similarity between two sentences based on the comparison of their nearest meanings. However, the nearest meanings do not always represent their ...
ChukFong Ho, Masrah Azrifah Azmi Murad, Rabiah Abd...
ACL
2012
13 years 9 months ago
WizIE: A Best Practices Guided Development Environment for Information Extraction
Information extraction (IE) is becoming a critical building block in many enterprise applications. In order to satisfy the increasing text analytics demands of enterprise applicat...
Yunyao Li, Laura Chiticariu, Huahai Yang, Frederic...