What is the limitation of multimodal LLMs? A deeper look into multimodal LLMs through prompt probing

Author:

Qi ShuhanORCID,Cao Zhengying,Rao Jun,Wang Lei,Xiao Jing,Wang Xuan

Publisher

Elsevier BV

Subject

Library and Information Sciences,Management Science and Operations Research,Computer Science Applications,Media Technology,Information Systems

Reference50 articles.

1. VL-InterpreT: An interactive visualization tool for interpreting vision-language transformers;Aflalo,2022

2. Flamingo: A visual language model for few-shot learning;Alayrac,2022

3. Language models are few-shot learners;Brown,2020

4. Behind the scene: Revealing the secrets of pre-trained vision-and-language models;Cao,2020

5. UNITER: UNiversal Image-TExt representation learning;Chen,2020

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