The annual meeting of the Association for Computational Linguistics (ACL) is, according to Google Scholar’s rankings, the preeminent conference on ...

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

Matthias Seeger, a principal applied scientist in Amazon’s Berlin office, and three coauthors have received the ICML 2020 test of time award for a paper ...

Kathleen McKeown is the Henry and Gertrude Rothschild professor of computer science at Columbia University, and the founding director of the school’s Data ...

In a keynote talk at the 2019 re:MARS Conference, Jeff Wilke, CEO of Amazon’s worldwide consumer business, talked about how the company was built by ...

The Alexa Prize Socialbot Grand Challenge is a competition for university students dedicated to accelerating the field of conversational AI. The competition ...

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

Amazon researchers have nine new papers at this year’s International Conference on Machine Learning (ICML), one of the top conferences in AI. Matthias ...

Transfer learning is a widely used technique for improving the performance of neural networks when labeled training data is scarce. Before a network is ...

Dean Foster is in the forecasting business. More specifically, he is in the business of ensuring the forecasts Amazon makes for its supply chain are as ...

In July, AI scientists from around the globe gathered in virtual attendance for the 37th annual International Conference on Machine Learning (ICML). ...

Last week, at the seventh Workshop on Automated Machine Learning (AutoML) at the International Conference on Machine Learning, Amazon researchers won a ...