Inventors:
- Hoboken NJ, US
Mark Rosenstein - Boulder CO, US
Alok Baikadi - Boulder CO, US
Lee Becker - Boulder CO, US
Stephen Hopkins - Huntington Station NY, US
Jill Budden - Boulder CO, US
Luis M. Oros - Denver CO, US
Kyle Habermehl - Niwot CO, US
Scott Hellman - Dallas TX, US
William Murray - Bloomington MN, US
Andrew Gorman - Bloomington MN, US
International Classification:
G06K 9/62
G06N 20/00
Abstract:
Systems and methods for automated custom training of a scoring model are disclosed herein. The method include: receiving a plurality of responses received from a plurality of students in response to providing of a prompt; identifying an evaluation model relevant to the provided prompt, which evaluation model can be a machine learning model trained to output a score relevant to at least portions of a response; generating a training indicator that provides a graphical depiction of the degree to which the identified evaluation model is trained; determining a training status of the model; receiving at least one evaluation input when the model is identified as insufficiently trained; updating training of the evaluation model based on the at least one received evaluation input; and controlling the training indicator to reflect the degree to which the evaluation model is trained subsequent to the updating of the training of the evaluation model.
