KDD
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Building product graphs automatically
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Knowledge graphs are data structures that capture relationships between data in a very flexible manner. They can help make information retrieval more ...

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Taming Transformers for text classification with millions of classes
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Text classification is the most basic task in the field of natural-language understanding. Customer requests to Amazon Alexa, for example, are classified by ...

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KDD: Where linear methods still have their place
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The Association for Computing Machinery’s annual conference on Knowledge Discovery and Data Mining (KDD) begins next week, marking 23 years since Christos ...

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Alexa & Friends features Daniel Marcu, Director at Alexa AI
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On August 27, Daniel Marcu, a director in the Alexa AI organization, joined Jeff Blankenburg on Alexa & Friends to discuss the current state of natural ...

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Why AI may be healthcare’s prescription for transformation
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Watch the KDD 2020 talk by Taha Kass-Hout, director of machine learning, AWS Health AI. Source link

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Amazon researchers win best-paper award at KDD
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This week at the Association for Computing Machinery’s (virtual) Knowledge Discovery and Data Mining conference (KDD), a team of researchers from Amazon Web ...

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Amazon Scholar wins “highest honor” in knowledge discovery and data mining
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This week, at the Association for Computing Machinery’s annual conference on Knowledge Discovery and Data Mining (KDD), Thorsten Joachims, a Cornell ...

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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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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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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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