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      Semantic Change and Emerging Tropes In a Large Corpus of New High German Poetry

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          Abstract

          Due to its semantic succinctness and novelty of expression, poetry is a great test bed for semantic change analysis. However, so far there is a scarcity of large diachronic corpora. Here, we provide a large corpus of German poetry which consists of about 75k poems with more than 11 million tokens, with poems ranging from the 16th to early 20th century. We then track semantic change in this corpus by investigating the rise of tropes (`love is magic') over time and detecting change points of meaning, which we find to occur particularly within the German Romantic period. Additionally, through self-similarity, we reconstruct literary periods and find evidence that the law of linear semantic change also applies to poetry.

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          Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change

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

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              Poemage: Visualizing the Sonic Topology of a Poem

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                Author and article information

                Journal
                26 September 2019
                Article
                1909.12136
                70b9ce8d-b050-47c6-93cb-375add914c6d

                http://creativecommons.org/licenses/by/4.0/

                History
                Custom metadata
                Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change (pp. 216-222). At ACL 2019, Florence. https://www.aclweb.org/anthology/W19-4727
                Historical Language Change Workshop at ACL 2019, Florence
                cs.CL

                Theoretical computer science
                Theoretical computer science

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