The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective

Z Qin, D Chen, W Zhang, L Yao, Y Huang… - arxiv preprint arxiv …, 2024 - arxiv.org
The rapid development of large language models (LLMs) has been witnessed in recent
years. Based on the powerful LLMs, multi-modal LLMs (MLLMs) extend the modality from …

Tinychart: Efficient chart understanding with visual token merging and program-of-thoughts learning

L Zhang, A Hu, H Xu, M Yan, Y Xu, Q **… - arxiv preprint arxiv …, 2024 - arxiv.org
Charts are important for presenting and explaining complex data relationships. Recently,
multimodal large language models (MLLMs) have shown remarkable capabilities in various …