The authors show that standard text style-transfer metrics are unstable and manipulable, recommend BLEU against human rewrites as an additional benchmark, and report three architectures that improve on that metric.
Bowman, Gabor Angeli, Christopher Potts, and Christopher D
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Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites
The authors show that standard text style-transfer metrics are unstable and manipulable, recommend BLEU against human rewrites as an additional benchmark, and report three architectures that improve on that metric.