Data Intelligence

Adobe Research is developing the next generation of data intelligence technologies. Our scientists are exploring how we can leverage big data to automate decision-making for intervention strategies and to ultimately understanding the causal structure within our world. Our technologies help enterprises better understand and strengthen large-scale digital marketing systems. 

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Jane Hoffswell

Research Scientist

Koyel Mukherjee

Research Scientist II

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User Factor Adaptation for User Embedding via Multitask Learning

Huang, X., Paul, M., Dernoncourt, F., Burke, R., Dredze, M. (Apr. 20, 2021)

EACL 2021 Workshop on Domain Adaptation for NLP

Goal-driven Command Recommendations for Analysts

Aggarwal, S., Garg, R., Sancheti, A., Guda, B., Burhanuddin, I. (Sep. 22, 2020)

ACM Conference on Recommender Systems (RecSys '20)

Batch Decorrelation for Active Metric Learning

Priyadarshini, K., Goru, R., Chaudhuri, S., Chaudhuri, S. (Jul. 11, 2020)

IJCAI-PRICAI

Making Data More Accessible

Presented by researcher Sana Malik, Project Data Unbound aims to bring Experience Cloud data to the user and make that data more accessible to Adobe customers beyond our standard interfaces. This technology also automatically generates captions to explain each data visualization, which could help make this experimental work compatible with smart assistants and screen readers.

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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!