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• W3092399518 abstract "Adjectives like pretty, beautiful and gorgeous describe positive properties of the nouns they modify but with different intensity. These differences are important for natural language understanding and reasoning. We propose a novel BERT-based approach to intensity detection for scalar adjectives. We model intensity by vectors directly derived from contextualised representations and show they can successfully rank scalar adjectives. We evaluate our models both intrinsically, on gold standard datasets, and on an Indirect Question Answering task. Our results demonstrate that BERT encodes rich knowledge about the semantics of scalar adjectives, and is able to provide better quality intensity rankings than static embeddings and previous models with access to dedicated resources." @default.
• W3092399518 created "2020-10-15" @default.
• W3092399518 creator A5003714034 @default.
• W3092399518 creator A5050718476 @default.
• W3092399518 date "2020-10-06" @default.
• W3092399518 modified "2023-09-27" @default.
• W3092399518 title "BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised Representations" @default.
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• W3092399518 hasPublicationYear "2020" @default.
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