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Text style transfer: A review and experimental evaluation
The stylistic properties of text have intrigued computational linguistics researchers in recent
years. Specifically, researchers have investigated the text style transfer task (TST), which …
years. Specifically, researchers have investigated the text style transfer task (TST), which …
A review of text style transfer using deep learning
Style is an integral component of a sentence indicated by the choice of words a person
makes. Different people have different ways of expressing themselves; however, they adjust …
makes. Different people have different ways of expressing themselves; however, they adjust …
Disentangling the properties of human evaluation methods: A classification system to support comparability, meta-evaluation and reproducibility testing
Current standards for designing and reporting human evaluations in NLP mean it is
generally unclear which evaluations are comparable and can be expected to yield similar …
generally unclear which evaluations are comparable and can be expected to yield similar …
On learning text style transfer with direct rewards
Transductive learning for unsupervised text style transfer
Unsupervised style transfer models are mainly based on an inductive learning approach,
which represents the style as embeddings, decoder parameters, or discriminator parameters …
which represents the style as embeddings, decoder parameters, or discriminator parameters …
A call for standardization and validation of text style transfer evaluation
Text Style Transfer (TST) evaluation is, in practice, inconsistent. Therefore, we conduct a
meta-analysis on human and automated TST evaluation and experimentation that …
meta-analysis on human and automated TST evaluation and experimentation that …