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


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 PredicateArgument 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 of topologically… (More)

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