Taskar et al. 2004. Max-margin Parsing
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Jump to navigationJump to searchMax-margin parsing, by Ben Taskar, Taskar, B. and Klein, D. and Collins, M. and Koller, D. and Manning, C.. In Proc. EMNLP, 2004.
This Paper is available online [1].
Summary
This paper presents a novel approach to parsing by maximizing separating margins using SVMs. They show how we can reformulate the parsing problem as a discriminative task, which is shown to bring about better accuracy since we are optimizing the loss function directly.
Brief description of the method
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