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Vivi Nastase; Ellie Pavlick; Mohammad Taher Pilehvar; Jose Camacho-Collados; Alessandro Raganato (Ed.)This paper describes the evolution of the PropBank approach to semantic role labeling over the last two decades. During this time the PropBank frame files have been expanded to include non-verbal predicates such as adjectives, prepositions and multi-word expressions. The number of domains, genres and languages that have been PropBanked has also expanded greatly, creating an opportunity for much more challenging and robust testing of the generalization capabilities of PropBank semantic role labeling systems. We also describe the substantial effort that has gone into ensuring the consistency and reliability of the various annotated datasets and resources, to better support the training and evaluation of such systemsmore » « less
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Moeller, Sarah; Wagner, Irina; Palmer, Martha; Conger, Kathryn; Myers, Skatje (, Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020),)This paper presents a proposition bank for Russian (RuPB), a resource for semantic role labeling (SRL). The motivating goal for this resource is to automatically project semantic role labels from English to Russian. This paper describes frame creation strategies, coverage, and the process of sense disambiguation. It discusses language-specific issues that complicated the process of building the PropBank and how these challenges were exploited as language-internal guidance for consistency and coherence.more » « less
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