Work

A combined memory-based semantic role labeler of English

Year: 2008

Type: conference-paper

Abstract: We describe the system submitted to the closed challenge of the CoNLL-2008 shared task on joint parsing of syntactic and semantic dependencies. Syntactic dependencies are processed with the Malt-Parser 0.4. Semantic dependencies are processed with a combination of memory-based classifiers. The system achieves 78.43 labeled macro F1 for the complete problem, 86.07 labeled attachment score for syntactic dependencies, and 70.51 labeled F1 for semantic dependencies.

Source: Conference on Computational Natural Language Learning

DOI: 10.3115/1596324.1596361

Authors: Roser Morante, Walter Daelemans, Vincent Van Asch

Institution: University of Antwerp

Language: English

Topic: Natural Language Processing Techniques

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funders: Universiteit Antwerpen, Vlaamse regering

OpenAlex ID: W2100347937

FWCI: 2.478

Cites: 17

Cited by: 15

Related to: 10