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Document Intelligence

• Choose a Research Topic Artificial Intelligence & Machine Learning AR, VR & 360 Photography Audio Computer Vision, Imaging & Video Content Intelligence Data Intelligence Document Intelligence Graphics (2D & 3D) Human Computer Interaction Intelligent Agents & Assistants Natural Language Processing Systems & Languages

In today’s digital and connected environments, documents are playing an increasingly central role in human communications and workplace productivity. Document intelligence focuses on reinventing the document to deliver magical experiences for document creation, consumption, and collaboration. At Adobe, research scientists from multiple disciplinaries, such as natural language understanding, document imaging analysis, and human computer interaction, work together in designing and architecting novel methods to unlock the value in documents. Researchers are exploring deep structural and semantic understanding so that users can easily extract relevant information, navigate in large document collections, and collaborate with others more efficiently and effectively. 

Meet some of our researchersView More

Jack Wang

Research Scientist

Pannaga Shivaswamy

Principal Scientist

Rajiv Jain

Senior Research Scientist

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View our latest publicationsView More

MedRGB: Practical Framework for Benchmarking Medical Retrieval-Augmented Generation System

Ngo, N., Van Nguyen, C., Dernoncourt, F., Nguyen, T. (Jan. 26, 2026)

AAAI 2026 Workshop AI4Research

Agentic Design Review System

Nag, S., J, J., Goswami, K., Morariu, V., Srinivasan, B. (Jan. 20, 2026)

AAAI Conference on Artificial Intelligence 2026

ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing

Goswami, K., Mathur, P., Rossi, R., Dernoncourt, F., Gupta, V., Manocha, D. (Dec. 24, 2025)

IJCNLP-AACL 2025 System Demonstrations

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Helping people create accessible PDFs and tap into the intelligence of their documents

From creating accessible tools for the visually impaired to developing AI for document intelligence, Alexa Siu's work is transforming how people interact with information. Her work has been recognized with a Tech Excellence Award from Adobe, and the AI Assistant for Acrobat made TIME’s 2024 best inventions.

How Adobe Research is helping unlock the intelligence inside trillions of PDFs

Adobe researchers are using generative AI and machine learning to help users unlock intelligence inside trillions of PDFs. The new AI Assistant for Reader and Acrobat can answer a user's question about information in a PDF, generate summaries and insights, and format its findings for emails and more!

Research trends: Turning static documents into tailored experiences for each reader

Nanda Kambhatla, Head of Adobe Research in India, talked to us about the ways documents will someday come to life for each individual reader—from text that transforms into a video right when you need it, to AI that allows a document to dive deeper into the areas that interest you.

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