Microsoft Technology Licensing, LLC

Marcelo M Debarros

Aman Singhal

Prithvishankar Srinivasan

Rahul Lal

Abinash Sarangi

Pranathi Reddy Tupakula

Alexander Verge

Aspects of the present disclosure are directed to providing a rich content experience based on information received from unstructured content. A plurality of information items may be obtained from a plurality of data source, where each information item includes unstructured content. The plurality of information items may be provided to a trained machine learning model, where the model is trained with training data that includes information items and corresponding labeled entities for a plurality of historical events. In examples, a formatted request may be received, where the formatted request is associated with one or more labeled entities associated with the trained machine learning model. The trained machine learning model may identify multiple entities from the unstructured content based on the formatted request associated with the one or more labeled entities. In examples, each identified entity of the multiple identified entities is stored as structured content responsive to the formatted request.

Generating structured data for rich experiences from unstructured data streams

Systems and methods for responding to a user query are provided. More specifically, the systems and methods provide static search results along with a relevant chat bot user interface for combined display on a browser interface in response to a user query. As such, the systems and methods utilize a conversation layer to communicate with a selected chat bot service. Additionally, the systems and methods may update the static search results and other related content displayed in the browser interface in response to user chat bot inputs and/or chat bot responses provided on the chat bot user interface in the combined display. Accordingly, the systems and methods for responding to a user query provide a more efficient and better search engine when compared to previously utilized search engines that did not provide access to a chat bot interface on the same browser interface as the search results.

Systems and methods for responding to an online user query

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Redmond, WA, United States of America

Marcelo M Debarros