Our findings indicate that the relationship between style and content shifts between these different domains of style: for sentiment, style and content are closely entangled; however, for formality, they are less entangled.
Sep 7, 2021
Sep 14, 2021 · Our findings indicate that the relationship between style and content shifts between these different domains of style: for sentiment, style and ...
Somayeh Jafaritazehjani, Gwénolé Lecorvé, Damien Lolive, John D. Kelleher. Style as Sentiment Versus Style as Formality: The Same or Different?
The work also shows how the encoding of a style can inform the appropriate choice of method to compute content preservation during textual style transfer.
Style as Sentiment Versus Style as Formality: The Same or Different? ... styles different approaches to modeling style for style-transfer are necessary. 1.
Research on textual style transfer has observed that the concept of style can vary across domains. This research examines the encoding of style.
Sep 26, 2023 · This research examines the encoding of style across the sentiment and formality domains and observes that formality appears to be more globally encoded, and ...
Style as Sentiment Versus Style as Formality: The Same or Different? S Jafaritazehjani, G Lecorvé, D Lolive, JD Kelleher. Artificial Neural Networks and Machine ...
In particular, in the sentiment domain, style is encoded relatively locally as compared to the formality domain where the style is more globally encoded. The ...
Local or Global: The Variation in the Encoding of Style Across Sentiment and Formality ... Style as Sentiment Versus Style as Formality: The Same or Different?