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Quantifying and Mitigating Unimodal Biases in Multimodal Large Language
  Models: A Causal Perspective

Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective

27 March 2024
Meiqi Chen
Yixin Cao
Yan Zhang
Chaochao Lu
ArXivPDFHTML

Papers citing "Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective"

4 / 4 papers shown
Title
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks
Yixin Cao
Shibo Hong
X. Li
Jiahao Ying
Yubo Ma
...
Juanzi Li
Aixin Sun
Xuanjing Huang
Tat-Seng Chua
Yu Jiang
ALM
ELM
84
0
0
26 Apr 2025
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
Yangning Li
Yinghui Li
Xinyu Wang
Yong-feng Jiang
Zhen Zhang
...
Hui Wang
Hai-Tao Zheng
Pengjun Xie
Philip S. Yu
Fei Huang
60
15
0
05 Nov 2024
mPLUG-Owl: Modularization Empowers Large Language Models with
  Multimodality
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality
Qinghao Ye
Haiyang Xu
Guohai Xu
Jiabo Ye
Ming Yan
...
Junfeng Tian
Qiang Qi
Ji Zhang
Feiyan Huang
Jingren Zhou
VLM
MLLM
203
883
0
27 Apr 2023
Training language models to follow instructions with human feedback
Training language models to follow instructions with human feedback
Long Ouyang
Jeff Wu
Xu Jiang
Diogo Almeida
Carroll L. Wainwright
...
Amanda Askell
Peter Welinder
Paul Christiano
Jan Leike
Ryan J. Lowe
OSLM
ALM
301
11,730
0
04 Mar 2022
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