18374991. DATA HEALTH EVALUATION USING GENERATIVE LANGUAGE MODELS (Microsoft Technology Licensing, LLC)
DATA HEALTH EVALUATION USING GENERATIVE LANGUAGE MODELS
Organization Name
Microsoft Technology Licensing, LLC
Inventor(s)
Victor Chukwuma Dibia of Santa Clara CA US
Chenglong Wang of Bellevue WA US
Bongshin Lee of Issaquah WA US
Jeevana Priya Inala of Redmond WA US
John Thompson of Atlanta GA US
DATA HEALTH EVALUATION USING GENERATIVE LANGUAGE MODELS
This abstract first appeared for US patent application 18374991 titled 'DATA HEALTH EVALUATION USING GENERATIVE LANGUAGE MODELS
Original Abstract Submitted
The disclosed concepts relate to leveraging a language model to identify data health issues in a data set. One example method involves accessing a data set. The example method also involves, using an automated evaluation planning agent, inputting a prompt to generate a data evaluation plan for the data set to a generative language model, the prompt including context describing the data set. The example method also involves receiving the data evaluation plan generated by the generative language model and identifying one or more data health issues in the data set by performing the data evaluation plan using an automated evaluation plan execution agent.
