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Semantic Role Labeling on Nouns

Semantic Role Labeling on Nouns. Shivaram Lingamneni and Jason Turner-Maier. Semantic Role Labeling. Labeling the arguments of a word E.g., patient/agent Distinct from parsing. PropBank and NomBank. The WSJ corpus Penn Treebank PropBank for verbs NomBank for nouns. Adapting the system.

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Semantic Role Labeling on Nouns

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  1. Semantic Role Labeling on Nouns Shivaram Lingamneni and Jason Turner-Maier

  2. Semantic Role Labeling • Labeling the arguments of a word • E.g., patient/agent • Distinct from parsing

  3. PropBank and NomBank • The WSJ corpus • Penn Treebank • PropBank for verbs • NomBank for nouns

  4. Adapting the system • Similarities • Additional information in NomBank • Extensions • Linkages • Rephrasing

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