Quick Estimate of Information Decomposition for Text Style Transfer
A growing number of papers on style transfer for texts rely on information decomposition. The performance of the resulting systems is usually assessed empirically in terms of the output quality or requires laborious experiments. This paper suggests a straightforward information theoretical framework...
Main Authors: | Viacheslav Shibaev, Eckehard Olbrich, Jürgen Jost, Ivan P. Yamshchikov |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2023-02-01
|
Series: | Entropy |
Subjects: | |
Online Access: | https://www.mdpi.com/1099-4300/25/2/322 |
Similar Items
-
UGAN: Unified Generative Adversarial Networks for Multidirectional Text Style Transfer
by: Wei Yu, et al.
Published: (2020-01-01) -
Mask Transformer: Unpaired Text Style Transfer Based on Masked Language
by: Chunhua Wu, et al.
Published: (2020-09-01) -
Text-Guided Style Transfer-Based Image Manipulation Using Multimodal Generative Models
by: Ren Togo, et al.
Published: (2021-01-01) -
Unsupervised Text Style Transfer for Authorship Obfuscation in Bahasa Indonesia
by: Yunita Sari, et al.
Published: (2023-02-01) -
Realistic Text Replacement With Non-Uniform Style Conditioning
by: Arseny Nerinovsky, et al.
Published: (2021-01-01)