Because Syntax Does Matter: Improving Predicate-Argument Structures Parsing with Syntactic Features

HLT-NAACL, pp. 64-74, 2015.

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Abstract:

Parsing full-fledged predicate-argument structures in a deep syntax framework requires graphs to be predicted. Using the DeepBank (Flickinger et al., 2012) and the Predicate-Argument Structure treebank (Miyao and Tsujii, 2005) as a test field, we show how transition-based parsers, extended to handle connected graphs, benefit from the use ...More

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