Semantic Role Labeling (State of the art)

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== "Standard" measure: ==
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== CONLL 2005 Shared Task ==
 
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Top three results on the WSJ + Brown data from CoNLL 2005 Shared task. More information at (Carreras and Màrquez)
== "Standard" datasets: ==
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{{StateOfTheArtTable}}
 
{{StateOfTheArtTable}}
  
| SystemName || How does it work? || Author and Article [http://www.bla.com] || Software? || 98% according to... || Any extra comments?
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| 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 % ||
 
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| Pradhan || SVM || Pradhan et. al.|| ?? || 77.30 ||
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| Haghighi || MaxEnt || Haghighi, et. al.|| ?? || 77.04 % ||
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== References ==
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* Carreras and Màrquez. Introduction to the CoNLL-2005 Shared Task: Semantic Role Labeling.
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* [http://cogcomp.cs.illinois.edu/page/publication_view/131 Punyanok et. al. Generalized Inference with Multiple Semantic Role Labeling Systems].
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* Pradhan et. al. Semantic Role Chunking Combining Complementary Syntactic Views.
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* Haghighi et. al. A Joint Model for Semantic Role Labeling.
  
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[[Category:State of the art]]
 
[[Category:State of the art]]

Latest revision as of 12:25, 18 September 2012

CONLL 2005 Shared Task

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

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