Smith and Eisner 2008:Dependency parsing by belief propagation

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Citation

Smith, David A. and Jason Eisner (2008). Dependency parsing by belief propagation. Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 145-156, Honolulu, October.

Online version

Smith and Eisner 2008

Summary

This is a crucial paper that presents a Belief Propagation method for Dependency Parsing, which can also be easily applied to general problems in Named Entity Recognition, Word Alignment, Shallow Parsing, and Constituent Parsing.

Brief description of the method

Experimental Result

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