Microsoft Technology Licensing, LLC

Pranathi Reddy Tupakula

Marcelo Medeiros De Barros

Aman Singhal

Vaibhav Girish Parikh

Prithvishankar Srinivasan

Brian Thomas Schwartz

Marcelo M Debarros

Ramkrishna Khoso

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

A user submits a query to a search system that produces a search results page having one or more segments and a plurality of URLs relevant to the query. Embodiments of the disclosure ensure cohesion between the URLs and the segments on the search results page by evaluating each segment relative to the URLs. A relevancy score is calculated for each segment based on the URLs. The relevancy score for each segment is compared to one or more thresholds. Depending on whether the relevancy score for each segment exceeds one or more thresholds, the segment can be eliminated from the search page, relocated on the search page, or left alone. Calculation of each relevancy score is based on information determined from a search log. A feedback loop can help improve the functioning of the suppression and/or relocation functions.

Creating results page cohesion based on results URLs

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Cumming, GA, United States of America

Pranathi Reddy Tupakula