Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate

30 July 2024

Papers citing "Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate"

5 / 5 papers shown

Title
Hallucination of Multimodal Large Language Models: A Survey Zechen Bai Pichao Wang Tianjun Xiao Tong He Zongbo Han Zheng Zhang Mike Zheng Shou VLM LRM 80 136 0 29 Apr 2024
Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models Chaoya Jiang Wei Ye Mengfan Dong Hongrui Jia Haiyang Xu Mingshi Yan Ji Zhang Shikun Zhang VLM MLLM 32 15 0 24 Feb 2024
Assessing and Understanding Creativity in Large Language Models Yunpu Zhao Rui Zhang Wenyi Li Di Huang Jiaming Guo ... Xingui Hu Zidong Du Qi Guo Ling Li Yunji Chen LRM 28 19 0 23 Jan 2024
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022