JPMorgan AI Research Introduces DocGraphLM: An Innovative AI Framework Merging Pre-Trained Language Models and Graph Semantics for Enhanced Document Representation in Information Extraction and QA

There is a growing need to develop methods capable of efficiently processing and interpreting data from various document formats. This challenge is particularly pronounced in handling visually rich documents (VrDs), such as business forms, receipts, and invoices. These documents, often in PDF or image formats, present a complex interplay of text, layout, and visual elements, […]

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