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cs.CL2025
CAT-LLM: Style-enhanced Large Language Models with Text Style Definition for Chinese Article-style Transfer
Zhen Tao, Dinghao Xi, Zhiyu Li +2
Text style transfer plays a vital role in online entertainment and social media. However, existing models struggle to handle the complexity of Chinese long texts, such as rhetoric,…
cs.CL2024
Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRT
Zhen Tao, Yanfang Chen, Dinghao Xi +2
The increasing prevalence of large language models (LLMs) has significantly advanced text generation, but the human-like quality of LLM outputs presents major challenges in reliabl…
cs.CL2024
Unveiling Large Language Models Generated Texts: A Multi-Level Fine-Grained Detection Framework
Zhen Tao, Zhiyu Li, Runyu Chen +2
Large language models (LLMs) have transformed human writing by enhancing grammar correction, content expansion, and stylistic refinement. However, their widespread use raises conce…