methodology-10
Contextualised Word Representations
3260 papers • 126 benchmarks • 313 datasets
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Most implemented papers
Analysing Lexical Semantic Change with Contextualised Word Representations
R. Fern'andez, Mario Giulianelli, Marco Del Tredici•Tue Apr 28 2020
This paper presents the first unsupervised approach to lexical semantic change that makes use of contextualised word representations, a novel method that exploits the BERT neural language model to obtain representations of word usages, clusters these representations into usage types, and measures change along time with three proposed metrics.
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