AAAI 2026technical0 citations
Cognitive Enhancement Chain-of-Thought Towards Enhancing Style Learning and Content Preservation for Long Style Transfer
Lianwei Wu, Botao Wang, Wenbo An, Tieqiao Li, Xianghua Li
Abstract
Current text style transfer task mainly focuses on short texts, while the field has not been fully developed for long texts. Considering the richer semantics and more complex sentence structures in long text sequences, existing methods that employ traditional style-content disentanglement ways and learn the target style to generate target sequences face two key issues: 1) During disentanglement, they usually directly separate style words or fragments, such coarse-grained disentanglement risks losing original semantics and hinder the model
BibTeX
@inproceedings{aaai2026_cognitiveenhance,
title = {Cognitive Enhancement Chain-of-Thought Towards Enhancing Style Learning and Content Preservation for Long Style Transfer},
author = {Lianwei Wu and Botao Wang and Wenbo An and Tieqiao Li and Xianghua Li},
booktitle = {AAAI 2026},
year = {2026}
}