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ACL
2012
13 years 19 days ago
2012
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...
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ACL
2012
13 years 19 days ago
2012
We introduce a spectral learning algorithm for latent-variable PCFGs (Petrov et al., 2006). Under a separability (singular value) condition, we prove that the method provides cons...
JAR
2006
14 years 10 months ago
2006
We describe an approach to verifying bit-level pipelined machine models using a combination of deductive reasoning and decision procedures. While theorem proving systems such as AC...
EACL
2006
ACL Anthology
14 years 11 months ago
2006
ACL Anthology
Extending a machine learning based coreference resolution system with a feature capturing automatically generated information about semantic roles improves its performance.
ACL
2007
14 years 11 months ago
2007
We present a Minimum Bayes Risk (MBR) decoder for statistical machine translation. The approach aims to minimize the expected loss of translation errors with regard to the BLEU sc...