Supersense and Sensibility: Proxy Tasks for Semantic Annotation of Prepositions

Luke Gessler, Shira Wein and Nathan Schneider

The Second International Workshop on Designing Meaning Representations (DMR 2020)
Barcelona, Spain, December 13, 2020

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Abstract

Prepositional supersense annotation is time-consuming and requires expert training. Here, we present two sensible methods for obtaining prepositional supersense annotations indirectly by eliciting surface substitution and similarity judgments. Four pilot studies suggest that both methods have potential for producing prepositional supersense annotations that are comparable in quality to expert annotations.

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