Conversational AI
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2019 Amazon Research Awards recipients announcement
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Earlier this spring, Amazon notified grant applicants that they were recipients of the 2019 Amazon Research Awards, a grant program that provides up to ...

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Emine Yilmaz: An Amazon Scholar advancing the state of the art in voice shopping
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Emine Yilmaz is a computer science professor at the University College London (UCL) and a faculty fellow at the Alan Turing Institute. Her research ...

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A general approach to solving bandit problems
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Bandit problems are problems in which an agent interacting with the environment tries to simultaneously maximize some reward and learn how to maximize that ...

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Mitigating social bias in knowledge graph embeddings
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Question-answering systems frequently rely on knowledge graphs, large collections of facts about real-world entities (people, organizations, countries, ...

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A version of the BERT language model that’s 20 times as fast
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In natural-language understanding (NLU), the Transformer-based BERT language model is king. Its high performance on multiple tasks has strongly influenced ...

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Dive into Deep Learning adds attention mechanism chapter
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The global machine-learning market is expanding rapidly. In fact, Forbes Business Insights predicts that the market for machine-learning products will reach ...

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How one intern’s research had real-world impact for Twitch moderators
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Like physical communities, online gathering places can vary substantially in terms of how welcoming they feel. Amanda Cullen, a PhD candidate in informatics ...

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Establishing a new standard in answer selection precision
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Practical question-answering systems often use a technique called answer selection. Given a question — say, “When was Serena Williams born?” — they perform ...

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ECIR 2021: Where information retrieval becomes conversation
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Emine Yilmaz, an Amazon Scholar and a professor of computer science at University College London, has for years been intimately involved with the European ...

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3 questions with Philip Resnik: Analyzing social media to understand the risks of suicide
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The first Amazon Web Services (AWS) Machine Learning Summit on June 2 will bring together customers, developers, and the science community to learn about ...

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