Microsoft Technology Licensing, LLC

Neha Singh

Pankaj Khanzode

Rashi Anand

Beethika Tripathi

Daraksha Parveen

Jatin Kakkar

Ajay Kumar

Shashank Madiraju

Rishabh Malhotra

Gangula Rama Rohit Reddy

Raunak Oberoi

Methods, systems, and computer storage media for providing predicted task-actions for tasks from a plurality of task applications associated with a task management system. In operation, a task associated with a task application is accessed at a task-action prediction engine. An intent of the task is determined. The intent of the task is determined based on task features and an intent prediction machine learning model that is trained to predict intents associated with natural language text. Based on the intent of the task, a predicted task-action is selected based on a task-action computation model that is associated with predefined task-actions and predefined intent-task-categories. The predicted task-action can be communicated to a task management client that causes display of the predicted task-action in combination with a predicted task-action interface element associated with executing the predicted task-action. The predicted task-action can be displayed with supplemental task-action information for executing the predicted task-action.

Task-action prediction engine for a task management system

A computing system obtains a document that includes text. The computing system identifies a fact referenced in the text of the document, where the fact includes a fact name and a fact value. The computing system determines a topic of the document based upon the text of the document. The computing system identifies a factoid stored in a data store based upon the topic and the fact name, where the factoid includes the fact name and a second fact value, and further where the factoid has been generated based upon second text of a second document. While the document is being displayed to a user, the computing system causes a message to be displayed to the user, where the message prompts the user to accept or reject replacement of the fact value in the document with the second fact value.

Computing system for detecting and updating stale information

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Hyderabad Telangana, India

Neha Singh