Prepositional supersense annotation is time-consuming and requires expert training. Here, we present two sensible methods for obtaining prepositional supersense annotations 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.
@article{arxiv.2103.14961,
title = {Supersense and Sensibility: Proxy Tasks for Semantic Annotation of Prepositions},
author = {Luke Gessler and Shira Wein and Nathan Schneider},
journal= {arXiv preprint arXiv:2103.14961},
year = {2021}
}