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We study semantic construal in grammatical constructions using large languagemodels. First, we project contextual word embeddings into three interpretablesemantic spaces, each defined by a different set of psycholinguistic featurenorms. We validate these interpretable spaces and then use them toautomatically derive semantic characterizations of lexical items in twogrammatical constructions: nouns in subject or object position within the samesentence, and the AANN construction (e.g., `a beautiful three days'). We showthat a word in subject position is interpreted as more agentive than the verysame word in object position, and that the nouns in the AANN construction areinterpreted as more measurement-like than when in the canonical alternation.Our method can probe the distributional meaning of syntactic constructions at atemplatic level, abstracted away from specific lexemes.

A Method for Studying Semantic Construal in Grammatical Constructions with Interpretable Contextual Embedding Spaces