Microsoft Technology Licensing, LLC

Gearard Boland

Patrick Nelson

Gregg Bernard Miskelly

Samuel Ng

Robert Alan Paveza

Neelakantan Sundaresan

Roshanak Zilouchian Moghaddam

Jason Shaver

Matthew Glenn Jin

Payal Bajaj

Anshul Gupta

Eduardo Enrique Noriega De Armas

An interactive question and answer (Q&A) service provides pairs of questions and corresponding answers related to the content of a web page. The service includes pre-configured Q&A pairs derived from a deep learning framework that includes a series of neural networks trained through joint and transfer learning to generate questions for a given text passage. In addition, pre-configured Q&A pairs are generated from historical web access patterns and sources related to the content of the web page.

Question and answer pair generation using machine learning

Just My Code debugging allows developers to work on problems within their own code without noise from libraries, plugins and other unrelated code. Typical debugger behaviors may be modified based upon the identification or characterization of JavaScript code as 'My Code,' 'Library Code,' or &#x201c;Unrelated Code.&#x201d; The debugger behaviors that may be modified depending upon the code's characterization include, for example, first-chance exception handling, unhandled exception handling, the behavior of the debugger at explicit user breakpoints, the behavior when a user directs the debugger to break upon the next statement, and the behavior of the debugger when the user executes a stepping gesture. The debugger's visualizes core elements of the program state, such as the call stack, depending upon the identification or characterization of the code.

Exception and debugging behaviors for JavaScript debugging using just my code

Just My Code debugging allows developers to work on problems within their own code without noise from libraries, plugins and other unrelated code. Typical debugger behaviors may be modified based upon the identification or characterization of JavaScript code as 'My Code,' 'Library Code,' or &#x201c;Unrelated Code.&#x201d; The debugger behaviors that may be automatically determined using heuristics or set using a code-characterization file provided by a host application. The debugger receives project file information from the host application via a debugger-host interface. The debugger applies code-designation heuristics to undesignated code segments. If a code characterization file is received with the project information, the debugger designates application code segments based upon definitions in the code-characterization file. Once the debugger has characterized the code segments, it performs debugging operations on the application code. The behavior of the debugging operations may be selected depending upon the designation of the application code segments.

Classification of JavaScript code for debugging using just my code

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Gearard Boland