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CLEF
2009
Springer

Simulating Morphological Analyzers with Stochastic Taggers for Confidence Estimation

13 years 7 months ago
Simulating Morphological Analyzers with Stochastic Taggers for Confidence Estimation
We propose a method for providing stochastic confidence estimates for rule-based and black-box natural language (NL) processing systems. Our method does not require labeled training data: We simply train stochastic models on the output of the original NL systems. Numeric confidence estimates enable both minimum Bayes risk
Christian Monson, Kristy Hollingshead, Brian Roark
Added 08 Nov 2010
Updated 08 Nov 2010
Type Conference
Year 2009
Where CLEF
Authors Christian Monson, Kristy Hollingshead, Brian Roark
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