The semantic proto-role linking model

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Abstract

We propose the semantic proto-role linking model, which jointly induces both predicate-specific semantic roles and predicate-general semantic proto-roles based on semantic proto-role property likelihood judgments. We use this model to empirically evaluate Dowty's thematic proto-role linking theory.

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White, A. S., Rawlins, K., & Van Durme, B. (2017). The semantic proto-role linking model. In 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of Conference (Vol. 2, pp. 92–98). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/e17-2015

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