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
Summary
This is a crucial paper that presents a Belief Propagation method for Dependency Parsing, which can be easily applied to general problems in Shallow Parsing.