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LREC
2010
142views Education» more  LREC 2010»
13 years 10 months ago
Partial Parsing as a Method to Expedite Dependency Annotation of a Hindi Treebank
The paper describes an approach to expedite the process of manual annotation of a Hindi dependency treebank which is currently under development. We propose a way by which consist...
Mridul Gupta, Vineet Yadav, Samar Husain, Dipti Mi...
JMLR
2011
105views more  JMLR 2011»
13 years 4 months ago
Posterior Sparsity in Unsupervised Dependency Parsing
A strong inductive bias is essential in unsupervised grammar induction. In this paper, we explore a particular sparsity bias in dependency grammars that encourages a small number ...
Jennifer Gillenwater, Kuzman Ganchev, João ...
EMNLP
2010
13 years 7 months ago
Turbo Parsers: Dependency Parsing by Approximate Variational Inference
We present a unified view of two state-of-theart non-projective dependency parsers, both approximate: the loopy belief propagation parser of Smith and Eisner (2008) and the relaxe...
André F. T. Martins, Noah A. Smith, Eric P....
ACL
2006
13 years 10 months ago
Simultaneous English-Japanese Spoken Language Translation Based on Incremental Dependency Parsing and Transfer
This paper proposes a method for incrementally translating English spoken language into Japanese. To realize simultaneous translation between languages with different word order, ...
Koichiro Ryu, Shigeki Matsubara, Yasuyoshi Inagaki
EMNLP
2011
12 years 8 months ago
Unsupervised Dependency Parsing without Gold Part-of-Speech Tags
We show that categories induced by unsupervised word clustering can surpass the performance of gold part-of-speech tags in dependency grammar induction. Unlike classic clustering ...
Valentin I. Spitkovsky, Hiyan Alshawi, Angel X. Ch...