SIGIR
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Bringing the Power of Neural Networks to the Problem of Search
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Using machine learning to train information retrieval models — such as Internet search engines — is difficult because it requires so much manually annotated ...

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Teaching computers to answer complex questions
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Computerized question-answering systems usually take one of two approaches. Either they do a text search and try to infer the semantic relationships between ...

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How Alexa Shopping balances long-term research with short-term goals
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What’s the organizational model within Alexa Shopping?Broadly speaking, the Alexa Shopping science organization includes two types of roles: applied ...

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Why do you want that? (And who’s it for?)
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Predicting customers’ “contexts of use” could improve online product discovery. Source link

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SIGIR: How information retrieval and natural-language processing overcame their rivalry
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SIGIR, the conference of the Association for Computing Machinery’s Interest Group on Information Retrieval, begins next week. Alessandro Moschitti, a ...

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Amazon’s open-source tools make embedding knowledge graphs much more efficient
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Knowledge graphs are data structures consisting of entities (the nodes of the graph) and relationships between them (the edges, usually depicted as line ...

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Teaching computers to recognize humor
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Amazon product pages include sections in which customers can both ask and answer questions, and like most community-access online forums, they’ve become ...

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From intern to applied scientist: How Theodore Vasiloudis made the transition
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In the early days of purchase data analysis, a study determined that people often bought diapers and beer together. When Theodore Vasiloudis, then a ...

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Amazon at SIGIR: Toward more-inclusive AI
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The annual meeting of the ACM Special Interest Group on Information Retrieval (SIGIR) begins next week, and Barbara Poblete, an Amazon Visiting Academic and ...

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Searching video using natural-language descriptions
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In an ideal world, finding a particular section of a video would be as simple as describing it in natural language — saying, for instance, “the person pours ...

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