Mathematics w/ Donut AI and Nougat AI - Swin Transformer

Mathematical formulas in PDF or images are lost to AI summarization. No AI, LLM or ViT can correctly interpret from a PDF any mathematical formulae. Visual Document Understanding (VDU).

Therefore I recommend to upload the LaTeX file of an arxiv preprint to GPT-4 Code Interpreter for a detailed mathematical understand of complex relations in Physics, biology, chemistry, medicine, architecture, finance, economy, ...

Swin ViT (Vision Transformers) are the solution for mathematical formulae recognition, first implemented in Donut AI, then with …

arxiv code document document understanding donut gpt gpt-4 images latex llm lost mathematics pdf summarization swin transformer understanding vit