A graph-based analysis of semantic types and coercion in contextualized word embeddings

by [unverified] · free · Last verified 2026-06-21T03:07:58.780Z

Semantic type mismatch between a noun and its context is central to coercion phenomena. This paper introduces a graph-based method to examine how lexical and contextual type information is reflected in word embeddings. We select nouns from ten semantic types, annotate corpus instances for type ma...