Author

Xiangyu Xie

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#artificial intelligence Preprint Sep 2026

REVE: Efficient Hallucination Correction for Large Audio-Language Models via Reused Encoder States

This work proposes Reused Encoder States for Verifying Events (REVE), a lightweight method that uses states already computed by the target model that achieves a reduction comparable to those of CED-Tiny and CED-Base.

Hong-Jin Song, Ji-Shen Kuang, Xin-Yu Yang et al. · 0 citations

Open access Jun 2026

AeroSec: a vertical domain large language model for air traffic management cybersecurity

A prompt-engineering-based method for generating question–answer pairs for ATM cybersecurity is proposed, and a vertical domain LLM named “AeroSec” for ATM cybersecurity was constructed.

Ruochen Dong, Chengkai Piao, Buhong Wang et al. · Scientific Reports · 0 citations