AWS services used to process massive amounts of data needed to develop the sophisticated, open-source artificial language model.Read More
Speeding training of decision trees
New method reduces training time by up to 99%, with no loss in accuracy.Read More
How to integrate formal proofs into software development
ICSE paper presents techniques piloted by Amazon Web Services’ Automated Reasoning team.Read More
Machine learning helps unlock data related to COVID-19 epidemic
AWS’s Cord-19 Search website allows researchers to easily query tens of thousands of scientific and medical papers on the deadly virus.Read More
When unsupervised training pays off in NLP
At smaller vocabulary sizes, tokenizers trained on unannotated data work best.Read More
Body modeling scientist Javier Romero speaks to the value of scientific publishing
Romero is helping lead Amazon’s work in body modeling, and publishing about it, too.Read More
Five Alexa Prize finalists announced
Advances by student teams drive major improvements in users’ experiences with socialbots.Read More
Firecracker: AWS’s open source, minimalist approach to serverless computing
Watch the recording of Marc Brooker’s presentation on Firecracker, an open source virtualization platform.Read More
Making AI a planetary-scale system
Watch the ICLR 2020 keynote presentation by Michael I. Jordan, Amazon scholar and UC Berkeley professor.Read More
Speech synthesizer learns expressive style from one-second voice sample
Users find speech with transferred expression 9% more natural than standard synthesized speech.Read More