Copenhagen-Malmö: Tree Approximations of Semantic Parsing Problems

Autor: Jakob Elming, Anders Johanssen, Sigrid Klerke, Barbara Plank, Anders Søgaard, Héctor Martínez Alonso, Dirk Hovy, Natalie Schluter
Rok vydání: 2014
Předmět:
Zdroj: SemEval@COLING
DOI: 10.3115/v1/s14-2034
Popis: In this shared task paper for SemEval2014 Task 8, we show that most semantic structures can be approximated by trees through a series of almost bijective graph transformations. We transform input graphs, apply off-the-shelf methods from syntactic parsing on the resulting trees, and retrieve output graphs. Using tree approximations, we obtain good results across three semantic formalisms, with a 15.9% error reduction over a stateof-the-art semantic role labeling system on development data. Our system came in 3/6 in the shared task closed track.
Databáze: OpenAIRE