Word Embeddings : Reliability & Semantic Change free ebook download.

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Word Embeddings : Reliability & Semantic Change free ebook download

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Sociology

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Catalogue

Author(s):	Word Embeddings : Reliability & Semantic Change

Date:	2019	Format:	PDF	Language:	English	ISBN/ASIN:	1614999945
Pages:	1	OCR:		Quality:		ISBN13:
Uploader:	gestalt	Upload Date:	3/31/2020 10:09:05 AM

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Word embeddings are a form of distributional semantics increasingly popular for investigating lexical semantic change. However, typical training algorithms are probabilistic, limiting their reliability and the reproducibility of studies. Johannes Hellrich investigated this problem both empirically and theoretically and found some variants of SVD-based algorithms to be unaffected. Furthermore, he created the JeSemE website to make word embedding based diachronic research more accessible. It provides information on changes in word denotation and emotional connotation in five diachronic corpora. Finally, the author conducted two case studies on the applicability of these methods by investigating the historical understanding of electricity as well as words connected to Romanticism. They showed the high potential of distributional semantics for further applications in the digital humanities.

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Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
2739825	Book	https://tezfiles.com/file/2c1c7f30eb471...		7.06	gestalt

Tags: Change Embeddings Reliability Semantic Word

Title	Link	Password	Size	Reason

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