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‘Think a lot, and think big’
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Last year, a friend told Minghui He about an open internship on Amazon Search’s research team. It was exactly the type of opportunity she had been looking ...

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How to train large graph neural networks efficiently
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As Amazon Scholar Chandan Reddy recently observed, graph neural networks are a hot topic at this year’s Conference on Knowledge Discovery and Data Mining ...

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Alexandre Bayen is a driving force behind mixed-autonomy traffic
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The smooth-flowing traffic of the future is just around the corner. Advances in vehicle automation are converging with developments in machine learning (ML) ...

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Allie K. Miller wants to help others understand artificial intelligence
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While she was in business school at the University of Pennsylvania, Allie Miller told her professor that all she wanted to do was find work in artificial ...

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The range of AWS’s speech research is on display at Interspeech
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Katrin Kirchhoff is the director of speech processing for Amazon Web Services, and her organization has a trio of papers at this year’s Interspeech ...

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Applying PECOS to product retrieval and text autocompletion
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In April, our research team at Amazon open-sourced our PECOS framework for extreme multilabel ranking (XMR), which is the general problem of classifying an ...

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How to build highly expressive speech models
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In June, Alexa announced a new feature called Reading Sidekick, which helps kids grow into confident readers by taking turns reading with Alexa, while Alexa ...

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Alexa & Friends features Yang Liu, principal applied scientist, Alexa AI
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On August 26, Yang Liu, Amazon principal applied scientist, joined Jeff Blankenburg, principal Alexa evangelist, on Alexa & Friends to discuss her work ...

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Improved Halo Body technology allows customers to take scans in tighter spaces
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Amazon Halo, a membership dedicated to helping customers improve their individual health and wellness, includes a feature called Body which helps customers ...

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BMW Quantum Computing Challenge seeks new solutions to automotive hurdles
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Editor's note: This challenge is closed to new entries.The potential applications and promise of quantum technology are vast, and one of the most promising ...

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The science behind Amazon Prime
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In his 2020 shareholder letter, Jeff Bezos, executive chair of Amazon’s board of directors, shared that more than 200 million people around the world have a ...

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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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