Amazon Technologies, Inc.

Zhiheng Huang

Bing Xiang

Ramesh M Nallapati

Zhiguo Wang

Peng Xu

Sudipta Sengupta

Saurabh Kumar Singh

Dimitrios Soulios

Yong Yuan

Xiaofei Ma

Ankit Sultania

Krishnakumar Rajagopalan

Dong Wang

Jean-Pierre Dodel

Milan Saini

Techniques for displaying a search are described. An exemplary method includes receiving a search query, performing the search query on a plurality of documents, the documents including text passages, to generate a search query result, determining an aspect of the search query result that has a confidence value that exceeds a first confidence threshold with respect to its relevance to the search query; and, displaying the search result including an emphasis on the aspect of the result exceeds the first confidence threshold.

Systems, apparatuses, and methods for providing emphasis in query results

Techniques for searching documents are described. An exemplary method includes receiving a document search query; querying at least one index based upon the document search query to identify matching data; fetching the identified matched data; determining one or more of a top ranked passage and top ranked documents from the set of documents based upon one or more invocations of one or more machine learning models based at least on the fetched identified matched data and the document search query; and returning one or more of the top ranked passage and the proper subset of documents.

Systems, apparatuses, and methods for document querying

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Santa Clara, CA, United States of America

Zhiheng Huang