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DocLLM

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  • Paper: DocLLM: A layout-aware generative language model for multimodal document understanding
  • GitHub Link: None
  • Publisher: Arxiv
  • Author Affiliation: JPMorgan AI Research
  • Functional Division
    • Understanding
    • Generation
  • Design Division
    • Tool-using
    • End-to-end
  • Input Modalities $\rightarrow$ Output Modalities
    (I: Image, V: Video, A: Audio, 3D: Point Cloud, T: Text, ID: Document understanding, IB: Output bounding box, IM: Output segmentation mask, IR: Output retrieved images)
    • ID+T $\rightarrow$ T
Arxiv
MM-LLMs
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