Dependency-based syntactic-semantic analysis with PropBank and NomBank
Author
Summary, in English
inference mechanisms on top of a pipeline of classifiers. The complete syntactic--semantic output is selected from a candidate pool generated by the subsystems.
The system achieved the top score in the closed challenge: a labeled syntactic accuracy of 89.32%, a labeled semantic F1 of 81.65, and a labeled macro F1 of 85.49.
Publishing year
2008
Language
English
Pages
183-187
Publication/Series
Proceedings of the 12th Conference on Computational Natural Language Learning (CoNLL)
Document type
Conference paper
Publisher
Association for Computational Linguistics
Topic
- Computer Science
Keywords
- semantic analysis
- dependency parsing
- Natural language processing
Conference name
Conference on Computational Natural Language Learning (CoNLL)
Conference date
2008-08-16 - 2008-08-17
Status
Published