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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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Amazon announces new conversational-modeling challenge
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Amazon has announced a new research challenge titled Knowledge-Grounded Task-Oriented Dialogue Modeling on Spoken Conversations, which aims to improve the ...

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Last Mile Challenge’s winning team addresses problem of combining mathematical routes with driver knowledge
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Finding the optimal route between multiple destinations — the traveling salesman problem — is a challenge regularly faced by Amazon’s Last Mile team. ...

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The history of Amazon’s forecasting algorithm
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When a customer visits Amazon, there is an almost inherent expectation that the item they are searching for will be in stock. And that expectation is ...

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Amazon Robotics names initial fellowship program recipients
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Amazon Robotics recently announced six initial recipients of the Amazon Robotics Day One Fellowship, a program established to help students from ...

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3 questions with Jeremy Holleman: How to design and develop ultra-low-power AI processors
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Editor’s Note: This article is the latest installment within a series Amazon Science is publishing related to the science behind products and services from ...

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How to produce factually accurate automatic text summaries
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Abstractive summarization is the automatic extraction and recombination of phrases from a text in order to summarize that text. Deep-learning-based ...

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KDD: Graph neural networks and self-supervised learning
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As a Senior Program Committee member at this year’s Knowledge Discovery and Data Mining Conference (KDD), with a wide perspective on paper submissions, ...

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Czech Technical University team wins Alexa Prize SocialBot Grand Challenge 4
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The Czech Republic captured four gold medals at the 2021 summer Olympics in Japan, quite a feat for the Central European country with a population of just ...

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Alexa Prize faculty advisors provide insights on the competition
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Earlier today, the Alquist team from Czech Technical University learned it had been awarded the $500,000 first-prize purse in the Alexa Prize SocialBot ...

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What makes a great scientist?
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Editor’s note: Alex Guazzelli is a director of machine learning in Amazon’s Customer Trust and Partner Support unit. Here he shares his thoughts about the ...

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Determining causality in correlated time series
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Given observed time series and a target time series of interest, can we identify the causes of the target, without excluding the presence of hidden time ...

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