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EMNLP: Mitigating bias and “getting closer to the user”
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In recent years, mitigating bias in machine learning models has become a major topic of research, and that’s as true in natural-language processing as in ...

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Amazon’s 23 papers at EMNLP 2021
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Natural-language understanding and question answering are areas of focus, with additional topics ranging from self-learning to text summarization. Source ...

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Adapting machine translation models to new genres
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Neural machine translation systems are often optimized to perform well for specific text genres or domains, such as newspaper articles, user manuals, or ...

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The science of operations planning under uncertainty
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When Amazon announced it would purchase 100,000 custom electric delivery vehicles as part of The Climate Pledge, a team of scientists within the Amazon ...

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How Andreia Pierce utilizes her science background in her AWS business role
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As far back as she can remember, Andreia Pierce was fascinated by the human brain. “When I was a kid, I always used to say I wanted to be a neurosurgeon. I ...

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New method improves knowledge-graph-based question answering
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Question answering is a popular task in natural-language processing, where models are given questions such as “What city is the Mona Lisa in?” and trained ...

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Serguei Netessine and co-authors win Public Sector Operations Research award
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Serguei Netessine, an Amazon Scholar who is also senior vice dean for Innovation and Global Initiatives and professor at the Operations, Information and ...

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How De’Aira Bryant found her path into robotics
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Growing up in Estill, South Carolina, De’Aira Bryant didn’t know she was interested in computer science until she was persuaded to explore the field by her ...

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Amazon Books editors announce selections for best 2021 general interest science books
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Are you looking to work at the forefront of Machine Learning and AI? Would you be excited to apply ...

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Özalp Özer receives INFORMS honorable mention for paper identifying fundraising campaign drivers
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A paper by Özalp Özer, a senior principal scientist working on Amazon’s Supply Chain Optimization Technologies (SCOT) team, has received the 2021 INFORMS ...

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New Alexa feature enables natural, multiparty interactions
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Alexa’s Conversation Mode — which we announced last year and are launching today — represents a major milestone in voice AI. Conversation Mode will let Echo ...

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Amazon releases dataset to help detect counterfactual phrases
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Product retrieval systems, like the one in the Amazon Store, often use the text of product reviews to improve the results of queries. But such systems can ...

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