Fast and Accurate Arc Filtering for Dependency Parsing
Microsoft
Fast and Accurate Arc Filtering for Dependency Parsing
Graph-based dependency parsing finds direct syntactic relationships between words in a sentence by connecting head-modifier pairs into a tree structure. We propose a series of learned arc filters to speed up this process. A cascade of filters identify implausible head-modifier pairs, with time complexity that is first linear, and then quadratic ...
Oct 25, 2010
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