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Teng-Fang Hsiao

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#artificial intelligence Review Sep 2026

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

HalluPeer is introduced, a benchmark for detecting hallucinations in scientific peer reviews, providing aligned triples of paper content, human-written reviews, and hallucination-injected reviews, annotated for detection, classification, and localization.

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. · 0 citations

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