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Yunhe Li

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Open access 2026

Toward Trustworthy Chinese Large Language Models: A Multi-Dimensional Evaluation of Toxicity, Bias, and Robustness

: Large language models (LLMs) have emerged as a transformative foundation across natural language processing and intelligent systems, yet their security, robustness, and responsible deployment remain critical open challenges. In particular, the multi-dimensional evaluation of toxicity and bias in Chinese LLMs remains...

Rong Ma, Jin Ren, Shaobing Shen et al. · 0 citations
Preprint Aug 2026

CamWorldQA: Perceptual Quality Assessment of Camera-Controlled World Video Generation

Recent advances in generative video models have enabled camera-controlled world video generation, allowing models to synthesize videos under user-defined camera trajectories. However, existing video quality assessment (VQA) methods are mainly developed for natural videos and fail to capture the unique perceptual charac...

Yunhe Li, Likun Wu, Sijing Wu et al. · 0 citations

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