Conversational AI
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Amazon wins best-paper award for protecting privacy of training data
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Differential privacy is a popular technique that provides a way to quantify the privacy risk of releasing aggregate statistics based on individual data. In ...

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Hear from AWS Machine Learning Summit speakers
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The Fulfillment by Amazon (FBA) team is looking for a passionate, curious, and creative Research ...

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Automatically evaluating question-answering models
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As natural-language processing (NLP) has become more integral to our daily lives, the ability to accurately evaluate NLP models has grown in importance. ...

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Amazon at SIGIR: Toward more-inclusive AI
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The annual meeting of the ACM Special Interest Group on Information Retrieval (SIGIR) begins next week, and Barbara Poblete, an Amazon Visiting Academic and ...

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Searching video using natural-language descriptions
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In an ideal world, finding a particular section of a video would be as simple as describing it in natural language — saying, for instance, “the person pours ...

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Ensuring that new language-processing models don’t backslide
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The models behind machine learning (ML) services are continuously being updated, and the new models are usually more accurate than the old ones. But an ...

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How to make on-device speech recognition practical
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Historically, Alexa’s automatic-speech-recognition models, which convert speech to text, have run in the cloud. But in recent years, we’ve been working to ...

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How pioneering deep learning is reducing Amazon’s packaging waste
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Finding the right amount of packaging to ship an item can be challenging — and at Amazon, an ever-changing catalog of hundreds of millions of products makes ...

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The Amazon Music conversational recommender is hitting the right notes
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Recommender systems are everywhere. Our choices in online shopping, television, and music are supported by increasingly sophisticated algorithms that use ...

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What’s next for deep learning?
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The Association for the Advancement of Artificial Intelligence (AAAI), whose annual conference begins this week, had its first meeting in 1980. But its AI ...

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