Alexa
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Tools for generating synthetic data helped bootstrap Alexa’s new-language releases
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In the past few weeks, Amazon announced versions of Alexa in three new languages: Hindi, U.S. Spanish, and Brazilian Portuguese.Like all new-language ...

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The FEVER data set: What doesn’t kill it will make it stronger
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This year at the Conference on Empirical Methods in Natural-Language Processing (EMNLP), we will cohost the Second Workshop on Fact Extraction and ...

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Improving cross-lingual transfer learning by filtering training data
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In the past year, we’ve published several papers demonstrating that a natural-language-understanding model trained in one language, then re-trained in ...

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Alexa at five: Looking back, looking forward
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Today is the fifth anniversary of the launch of the Amazon Echo, so in a talk I gave yesterday at the Web Summit in Lisbon, I looked at how far Alexa has ...

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Alexa’s ASRU papers concentrate on extracting high-value training data
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This year at the IEEE Automatic Speech Recognition and Understanding (ASRU) Workshop, Alexa researchers have two papers about training machine learning ...

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Why do customers buy seemingly irrelevant products?
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Product search algorithms, like the ones that help customers place orders through Alexa, aim at returning the products that are most relevant to users’ ...

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The research behind Alexa’s popular whispered speech
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In 2018, Amazon launched a feature in the U.S. that enables Alexa to whisper back when whispered to, a feature that was expanded to all Alexa locales in ...

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How we taught Alexa to correct her own defects
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Most of the major advances in artificial intelligence in the past decade, in both industry and academia, have been the result of supervised deep learning, ...

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Preserving privacy in analyses of textual data
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Amazon prides itself on being the most customer-centric company on earth. That means maintaining the highest possible standards of both security and privacy ...

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Web Search and Data Mining conference is “extraordinarily selective”
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Amazon has strong ties to the Web Search and Data Mining (WSDM) conference, which starts next week in Houston. Amazon is a gold sponsor of the conference, ...

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