Semantic Role Labeling

10 benchmarks620 papers

Semantic role labeling aims to model the predicate-argument structure of a sentence and is often described as answering "Who did what to whom". BIO notation is typically used for semantic role labeling.

Example:

| Housing | starts | are | expected | to | quicken | a | bit | from | August’s | pace | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | B-ARG1 | I-ARG1 | O | O | O | V | B-ARG2 | I-ARG2 | B-ARG3 | I-ARG3 | I-ARG3 |

Benchmarks

Semantic Role Labeling on CoNLL 2005

Semantic Role Labeling on OntoNotes

Semantic Role Labeling on CoNLL 2012

Semantic Role Labeling on CoNLL05 Brown

Semantic Role Labeling on CoNLL05 WSJ

Semantic Role Labeling on CoNLL12

Semantic Role Labeling on Product Reviews 2017

Semantic Role Labeling on CoNLL-2009