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

Curtis Wigington

Research Software Developer

Rajiv Jain

Senior Research Scientist

Vishwa Vinay

Senior Research Scientist

View our latest publicationsView More

Interaction Matching for Long-Tail Multi-Label Classification

Macavaney, S., Dernoncourt, F., Chang, W., Goharian, N., Frieder, O. (Feb. 9, 2021)

AAAI 2021 Workshop on Scientific Document Understanding

Acronym Identification and Disambiguation shared tasks for Scientific Document Understanding

Veyseh, A., Dernoncourt, F., Nguyen, T., Chang, W., Celi, L. (Feb. 9, 2021)

AAAI 2021 Workshop on Scientific Document Understanding

Learning to Emphasize: Dataset and Shared Task Models for Selecting Emphasis in Presentation Slides

Shirani, A., Tran, G., Trinh, H., Dernoncourt, F., Lipka, N., Asente, P., Echevarria, J., Solorio, T. (Feb. 8, 2021)

AAAI 2021 Workshop on Content Authoring and Design (CAD21)

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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!