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ACL
2011

Temporal Restricted Boltzmann Machines for Dependency Parsing

8 years 3 months ago
Temporal Restricted Boltzmann Machines for Dependency Parsing
We propose a generative model based on Temporal Restricted Boltzmann Machines for transition based dependency parsing. The parse tree is built incrementally using a shiftreduce parse and an RBM is used to model each decision step. The RBM at the current time step induces latent features with the help of temporal connections to the relevant previous steps which provide context information. Our parser achieves labeled and unlabeled at
Nikhil Garg, James Henderson
Added 24 Aug 2011
Updated 24 Aug 2011
Type Journal
Year 2011
Where ACL
Authors Nikhil Garg, James Henderson
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