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      Diachronic Usage Relatedness (DURel): A Framework for the Annotation of Lexical Semantic Change

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          Abstract

          We propose a framework that extends synchronic polysemy annotation to diachronic changes in lexical meaning, to counteract the lack of resources for evaluating computational models of lexical semantic change. Our framework exploits an intuitive notion of semantic relatedness, and distinguishes between innovative and reductive meaning changes with high inter-annotator agreement. The resulting test set for German comprises ratings from five annotators for the relatedness of 1,320 use pairs across 22 target words.

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          Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation Models

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            Ambiguity, polysemy, and vagueness

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              Measuring historical word sense variation

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                Author and article information

                Journal
                17 April 2018
                Article
                1804.06517
                76378055-255f-4d86-a7fd-3c79b51082aa

                http://creativecommons.org/licenses/by-nc-sa/4.0/

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                Custom metadata
                5 pages, NAACL
                cs.CL

                Theoretical computer science
                Theoretical computer science

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