Style Transfer in Text: Exploration and Evaluation
Table 5: Results for style-embedding in paper-news task. Word dimension is 64. Decoder dimension equals to summing encoder dimension and style embedding dimension.
['encoder dimension', 'style embedding dimension', 'transfer strength', 'content preservation']
In most cases, encoder dimension has little influence on results, However, style embedding dimension has a large influence on results. Larger style embedding dimension (also decoder dimension), more content preserved. The performance of decoder to recover sentence increases with dimension.