Human-computer interaction
Redefining human experiences through innovations in research, design, and technology.
Project
PROSE – Text Splitting
Split.Text is a system for splitting data in plain text format, where there may be multiple fields that need to be separated into different columns.
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PROSE – Pattern Inspector
Matching.Text automatically identifies different formats and patterns in string data.
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PROSE – Json Transformation
Transformation.Json transforms the structure of Json using input/output examples.
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PROSE – Text Transformation
Transformation.Text is a system that performs string transformations using examples allowing for many tasks involving strings to be performed automatically.
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PROSE – Text Extraction (FlashExtract)
Extraction.Text extracts data from semi-structured text files using examples.
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PROSE – Json Extraction
Extraction.Json automatically extracts tabular data from Json files. It supports extracting Newline Delimited Json and truncated Json.
Video
Harnessing high-fidelity simulation for autonomous systems through AirSim
Robots and autonomous systems are playing a significant role in modern times, in both academic research and industrial applications. Handling the constant variability and uncertainty present in the real world is a major challenge for…
Video
Web data extraction in Power BI: Program synthesis with or without examples
We describe the program synthesis features in Microsoft Power BI which help users to automatically generate programs for extracting data from webpages, by providing examples or even fully automatically in many cases.
Project
Predictive Program Synthesis
Program synthesis technologies help users to easily automate tasks that would otherwise require significant manual effort or programming skills. For instance, programming-by-example or natural language programming approaches allow the user to express intent by giving…