A corpus of preposition supersenses in English web reviews
Nathan Schneider, Jena D. Hwang, Vivek Srikumar, Meredith Green,, Kathryn Conger, Tim O'Gorman, Martha Palmer
TL;DR
This paper introduces a novel, hierarchically organized corpus of English web reviews annotated with preposition supersenses, enhancing semantic annotation for natural language processing tasks.
Contribution
It presents the first annotated corpus with hierarchical preposition supersenses, improving annotation consistency and facilitating semantic analysis.
Findings
First corpus with hierarchical preposition supersenses
Enhanced annotation scheme for semantic functions
Public release of the dataset
Abstract
We present the first corpus annotated with preposition supersenses, unlexicalized categories for semantic functions that can be marked by English prepositions (Schneider et al., 2015). That scheme improves upon its predecessors to better facilitate comprehensive manual annotation. Moreover, unlike the previous schemes, the preposition supersenses are organized hierarchically. Our data will be publicly released on the web upon publication.
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Taxonomy
TopicsNatural Language Processing Techniques · Topic Modeling · Language, Metaphor, and Cognition