Search Results for author: Zhen Tao

Found 4 papers, 3 papers with code

Unveiling Large Language Models Generated Texts: A Multi-Level Fine-Grained Detection Framework

1 code implementation18 Oct 2024 Zhen Tao, Zhiyu Li, Runyu Chen, Dinghao Xi, Wei Xu

Large language models (LLMs) have transformed human writing by enhancing grammar correction, content expansion, and stylistic refinement.

Binary Classification Contrastive Learning +2

Towards Reliable Detection of LLM-Generated Texts: A Comprehensive Evaluation Framework with CUDRT

2 code implementations13 Jun 2024 Zhen Tao, Yanfang Chen, Dinghao Xi, Zhiyu Li, Wei Xu

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 reliably distinguishing between human-authored and LLM-generated texts.

Benchmarking LLM-generated Text Detection +3

Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities

no code implementations25 Apr 2024 Xiaomin Yu, Yezhaohui Wang, Yanfang Chen, Zhen Tao, Dinghao Xi, Shichao Song, Simin Niu, Zhiyu Li

In recent years, generative artificial intelligence models, represented by Large Language Models (LLMs) and Diffusion Models (DMs), have revolutionized content production methods.

DeepFake Detection Face Swapping +2

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