Semantic Role Labeling (State of the art)
From ACLWiki
(Difference between revisions)
m |
m |
||
| (3 intermediate revisions by 2 users not shown) | |||
| Line 1: | Line 1: | ||
| − | == | + | == CONLL 2005 Shared Task == |
| − | + | Top three results on the WSJ + Brown data from CoNLL 2005 Shared task. More information at (Carreras and Màrquez) | |
| − | + | ||
| − | + | ||
{{StateOfTheArtTable}} | {{StateOfTheArtTable}} | ||
| − | | | + | | SNoW SRL || SNoW, ILP || [http://cogcomp.cs.illinois.edu/page/publication_view/131 Punyakanok, et. al.] || [http://cogcomp.cs.illinois.edu/page/software_view/12 Illinois SRL software], [http://cogcomp.cs.illinois.edu/page/demo_view/SRL Illinois SRL demo] || 77.92 % || |
|- | |- | ||
| + | | Pradhan || SVM || Pradhan et. al.|| ?? || 77.30 || | ||
| + | |- | ||
| + | | Haghighi || MaxEnt || Haghighi, et. al.|| ?? || 77.04 % || | ||
| + | |- | ||
| + | |||
| − | |- | + | |} |
| + | |||
| + | == References == | ||
| + | * Carreras and Màrquez. Introduction to the CoNLL-2005 Shared Task: Semantic Role Labeling. | ||
| + | * [http://cogcomp.cs.illinois.edu/page/publication_view/131 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. | ||
| − | |||
| − | [[Category:State | + | [[Category:State of the art]] |
Latest revision as of 12:25, 18 September 2012
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. | Illinois SRL software, Illinois SRL demo | 77.92 % | |
| Pradhan | SVM | Pradhan et. al. | ?? | 77.30 | |
| Haghighi | MaxEnt | Haghighi, et. al. | ?? | 77.04 % |
References
- 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.
