JPMorgan’s large language model, DocLLM, might change the way complex documents are handled. Distinct from traditional large language models, DocLLM is tailored for documents with intricate layouts.
It efficiently interprets text arrangement using bounding box information rather than costly image encoders. Key features include its lightweight, multimodal nature, and superior performance in various document intelligence tasks. This introduces a leap in processing visually complex documents, mixing text semantics with spatial layouts in a uniquely efficient way.
AI JPMorgan DocLLM LanguageModel DocumentProcessing Innovation Technology DataAnalysis 📄🤖
- https://arxiv.org/abs/2401.00908?blaid=5546633
