Dr. Nashlie Sephus is an applied scientist working on the Amazon Web Services machine learning team. In her role, Sephus is responsible for establishing ...

Editor's Note: The Alexa team recently introduced a new longform speaking style so Alexa sounds more natural when reading long pieces of content, like this ...

COVID-19 has wreaked a devastating toll. According to the World Health Organization, by late May, COVID-19 had infected more than 4.9 million people ...

Zero-shot learning is a way to train deep-learning models to generalize to categories they’ve never seen before. The way it’s typically done, the model ...

Computer vision, the automatic recognition and description of images and video, has applications that are far-reaching, from identifying defects in high ...

Deep learning has been highly successful for natural-language-processing tasks, like interpreting commands on Alexa. But it’s been less successful for ...

Virtual adversarial training (VAT) is a way to improve machine learning systems by creating difficult-to-classify training examples through the addition of ...

The Transformer is a neural-network architecture that has proven extremely useful for natural-language-processing tasks because it can recognize long-range ...

The 32nd International Conference on Computer-Aided Verification (CAV) is dedicated to the advancement of the theory and practice of computer-aided formal ...

Question answering through reading comprehension is a popular task in natural-language processing. It’s a task many people know from standardized tests: a ...