Document Intelligence

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

Nedim Lipka

Sr. Research Scientist

Nandakishore Kambhatla

Head of Adobe Research Lab, India

View our latest publicationsView More

ChartLens: Fine-grained Visual Attribution in Charts

Suri, M., Mathur, P., Lipka, N., Dernoncourt, F., Rossi, R., Manocha, D. (Aug. 1, 2025)

ACL 2025

Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion

Yoon, Y., Jung, J., Yoon, D., Park, K. (Aug. 1, 2025)

ACL 2025 Findings

SlimLM: An Efficient Small Language Model for On-Device Document Assistance

Pham, T., Nguyen, P., Yoon, D., Lai, V., Dernoncourt, F., Bui, T. (Aug. 1, 2025)

ACL 2025 System Demonstrations

View our latest newsView All News

Join us!

We are looking for researchers, engineers, and interns to take our technologies to the next level. We're recruiting, and we would love to hear from you!