Author

Teng-Fang Hsiao

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#artificial intelligence Review Sep 2026

HalluPeer: A Taxonomy-driven Benchmark for Detecting Hallucinations in Scientific Peer Reviews

The growing scale of academic peer review has motivated the use of Large Language Models (LLMs) as review assistants, yet LLMs can generate fluent but unsupported claims that undermine review reliability. Existing hallucination benchmarks are not designed for peer review, where verification requires grounding claims in...

Tzu-Ling Lin, Dong-Ting Yao, Teng-Fang Hsiao et al. · 0 citations

Jul 2026

RADIANCE: Relative Adaptive Denoising with IP-Adapter for Novel Concept Enhancement

RADIANCE is proposed, a training-free framework that treats inference as a closed-loop feedback process that consistently enhances compositional alignment and perceptual quality over state-of-the-art baselines.

Zi-Xiang Ni, Bo-Lun Huang, Teng-Fang Hsiao et al. · arXiv.org · 0 citations