PropBank

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The PropBank dataset (or, Proposition Bank) [1] is annotated with Semantic Role Label of predicate-argument relation on the Penn Treebank.

The dataset is available via Language Data Consortium (LDC) [2].

Semantic Each sentence in the text of the original Penn Treebank is annotated with a set of semantic roles defined for each verb. Hand-checked syntactic parse trees are available.