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Evaluation for automatic text style transfer

Mao, Jiali (2021) Evaluation for automatic text style transfer. Bachelor's Thesis, Computing Science.

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Abstract

While changing the style of a text automatically, text style transfer tasks require preserving style-irrelevant contents, which is challenging. Automatic evaluation of text transfer systems uses various metrics, but it is not practical due to the absence of a single gold standard. For purposes of assessing the performance of several text style systems and choosing suitable metrics when human evaluation is not available by checking correlations, an expert evaluation on the output generated by several text style transfer systems is conducted.

Item Type: Thesis (Bachelor's Thesis)
Supervisor name: Turkmen, F. and Nissim, M. and Lai, H.
Degree programme: Computing Science
Thesis type: Bachelor's Thesis
Language: English
Date Deposited: 19 Nov 2021 10:55
Last Modified: 19 Nov 2021 10:55
URI: https://fse.studenttheses.ub.rug.nl/id/eprint/26301

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