Replacing hand annotation with a machine learning component reduces labor, while an intersection operation enables multiple-entity queries.Read More
How Andreia Pierce utilizes her science background in her AWS business role
Being able to understand and relate to the needs of working scientists is key to her success.Read More
The science of operations planning under uncertainty
How the Amazon Logistics Research Science team guides important decisions related to last-mile delivery.Read More
Adapting machine translation models to new genres
Combining elastic weight consolidation and data mixing yields better trade-offs between performance on old and new tasks.Read More
Amazon’s 23 papers at EMNLP
Natural-language understanding and question answering are areas of focus, with additional topics ranging from self-learning to text summarization.Read More
EMNLP: Mitigating bias and “getting closer to the user”
Amazon’s Georgiana Dinu on current challenges in machine translation.Read More
Foiling AI hackers with counterfactual reasoning
Amazon Research Award recipient Yezhou Yang is studying how to make autonomous systems more robust.Read More
AWS team wins best-paper award for work on automated reasoning
SOSP paper describes lightweight formal methods for validating new S3 data storage service.Read More
Amazon SCOT employees participate in innovation and diversity panel discussion
Watch the replay of the October 28 discussion featuring four Amazon leaders.Read More
How a team of engineers helped bring Amazon’s Fire TV Stick 4K to life
A behind-the-scenes look at the unique challenges the engineering teams faced, and how they used scientific research to drive fundamental innovation to overcome those challenges.Read More