Noise-Aware In-Context Learning for Hallucination Mitigation in ALLMs

Qixuan Huang, Khalid Zaman, Masashi Unoki

Auditory large language models (ALLMs) have demonstrated strong general capabilities in audio understanding and reasoning tasks. However, their reliability is still undermined by h…