-
December 19, 2022Transfer learning using limited contrastive data improves formality accuracy without compromising performance.
-
November 17, 2022In 2022, the Alexa Trustworthy AI team helped organize a workshop at NAACL and a special session at Interspeech.
-
July 13, 2022Allowing separate tasks to converge on their own schedules and using knowledge distillation to maintain performance improves accuracy.
-
July 08, 2022Industry track chair and Amazon principal research scientist Rashmi Gangadharaiah on trends in industry papers and the challenges of building practical dialogue systems.
-
July 08, 2022New model sets new standard in accuracy while enabling 60-fold speedups.
-
July 07, 2022The breadth and originality of Amazon’s natural-language-processing research are on display at the annual meeting of the North American chapter of the Association for Computational Linguistics.
-
June 16, 2021Relative to human evaluation of question-answering models, the new method has an error rate of only 7%.
-
June 11, 2021Proteno model dramatically increases the efficiency of the first step in text-to-speech conversion.
-
June 03, 2021Amazon Scholar Heng Ji says that deep learning could benefit from the addition of a little linguistic intuition.