MAD: Modality-Adaptive Decoding for Mitigating Cross-Modal Hallucinations in Multimodal Large Language Models
arXiv:2601.21181v2 Announce Type: replace Abstract: Multimodal Large Language Models (MLLMs) suffer from cross-modal hallucinations, where one modality inappropriately influences generation about another, leading to fabricated output. This exposes…
Read the full story at arXiv cs.AI ↗
ImpactNotable 31/100
Why it mattersRule-based estimate: event keywords (+4); trust 6/10.
Regions🌐 Global
Published1 d ago (Mon, 14 Sep 2026 04:00:00 GMT)
RetrievedMon, 14 Sep 2026 17:39:54 GMT via rss
ClassifiedMon, 14 Sep 2026 17:40:00 GMT by heuristic
AuthorSangyun Chung, Se Yeon Kim, Youngchae Chee, Yong Man Ro