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cs.CL2024
Probing Multimodal Large Language Models for Global and Local Semantic Representations
Mingxu Tao, Quzhe Huang, Kun Xu +3
The advancement of Multimodal Large Language Models (MLLMs) has greatly accelerated the development of applications in understanding integrated texts and images. Recent works lever…
cs.CL2023★ 2 cited
A Step Closer to Comprehensive Answers: Constrained Multi-Stage Question Decomposition with Large Language Models
Hejing Cao, Zhenwei An, Jiazhan Feng +3
While large language models exhibit remarkable performance in the Question Answering task, they are susceptible to hallucinations. Challenges arise when these models grapple with u…