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

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Automatically assessing conversations with Alexa
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More and more, interactions with Alexa involve multiturn dialogues, which Alexa uses to fill out the details of a request or coordinate multiple ...

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Alexa & Friends features Ruhi Sarikaya, Alexa AI director of applied science
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Since being first announced in 2014, Alexa has continuously become more natural, knowledgeable, conversational, context-aware, and capable of self-learning. ...

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Mitigating social bias in knowledge graph embeddings
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Question-answering systems frequently rely on knowledge graphs, large collections of facts about real-world entities (people, organizations, countries, ...

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The science behind Endel’s AI-powered soundscapes
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(Editor’s note: This article is the latest installment in a series by Amazon Science delving into the science behind products and services of companies in ...

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Machine learning models that act on encrypted data
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Amazon SageMaker is a service from Amazon Web Services (AWS) that makes it easy to build machine learning models and deploy them in the cloud. If a website ...

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Amazon Research Award recipient develops new tool to diagnose dystonia
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Imagine waiting five years to get a diagnosis. That is the reality facing those who may be battling dystonia, a potentially debilitating neurological ...

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A version of the BERT language model that’s 20 times as fast
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In natural-language understanding (NLU), the Transformer-based BERT language model is king. Its high performance on multiple tasks has strongly influenced ...

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Amazon takes top three spots in Audio Anomaly Detection Challenge
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This week at Amazon Web Services’ re:Invent 2020 conference, Amazon announced Amazon Monitron, an end-to-end machine-monitoring system composed of sensors, ...

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Amazon Alexa scientists Yang Liu and Ruhi Sarikaya named IEEE Fellows
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Yang Liu, an Alexa AI principal scientist, and Ruhi Sarikaya, director of applied science, Alexa AI, have recently been named IEEE Fellows. The designation ...

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How a ‘Think Big’ idea helped bring Lookout for Vision to life
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On Dec. 1 at re:Invent 2020, Amazon Web Services (AWS) announced Amazon Lookout for Vision, an anomaly detection solution that uses machine learning to ...

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NeurIPS: Shipra Agrawal on the appeal of reinforcement learning
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As deep neural networks have come to dominate AI, the Conference on Neural Information Processing Systems (NeurIPS 2020) has become the most popular ...

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