Semantic Role Labeling (State of the art)
From ACL Wiki
Revision as of 15:49, 2 December 2008 by Vivek
Top three results on the WSJ + Brown data from CoNLL 2005 Shared task. More information at (Carreras and Màrquez)
|System Name||Short Description||Main Publications||Software (if available)||Results||Comments (i.e. extra resources used, train/test times, ...)|
|SNoW SRL||SNoW, ILP||Punyakanok, et. al.||SRL system, online demo||77.92 %|
|Pradhan||SVM||Pradhan et. al.||??||77.30|
|Haghighi||MaxEnt||Haghighi, et. al.||??||77.04 %|
- Carreras and Màrquez. Introduction to the CoNLL-2005 Shared Task: Semantic Role Labeling.
- Punyanok et. al. Generalized Inference with Multiple Semantic Role Labeling Systems.
- Pradhan et. al. Semantic Role Chunking Combining Complementary Syntactic Views.
- Haghighi et. al. A Joint Model for Semantic Role Labeling.