Roth and Yih, ICML 2005. Integer Linear Programming Inference for Conditional Random Fields
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Dan Roth and Wen-tau Yih. 2005. Integer Linear Programming Inference for Conditional Random Fields. In Proceedings of the 22^nd International Conference on Machine learning, ICML'05, New York, NY, USA.
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Summary
This paper presents an alternative approach to inference in conditional random fields using integer linear programming (ILP).