Semantic Proto-Role Labeling

Adam R. Teichert
Adam R. Teichert
Adam Poliak
Adam Poliak

THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, pp. 4459-4465, 2017.

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Abstract:

The semantic function tags of Bonial, Stowe, and Palmer (2013) and the ordinal, multi-property annotations of Reisinger et al. (2015) draw inspiration from Dowty's semantic proto-role theory. We approach proto-role labeling as a multi-label classification problem and establish strong results for the task by adapting a successful model of ...More

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