Patent ID: 11875128
Assignee: ADA SUPPORT INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 21:
22. The system of claim 21, wherein generating the plurality of neural network models comprises:
for data samples of the question-intent tuple dataset having the same task value, generating a neural network model configured to predict at least one intent for at least one question of the data sample of the question-intent tuple dataset, generating the neural network model comprising:
inputting the questions of the data samples of the question-intent tuple dataset having the same task value into the neural network model to forward propagate the questions of the data samples of the question-intent tuple dataset having the same task value and generate the at least one predicted intent for each question of the question-intent tuple dataset having the same task value;
computing a neural network model loss for the neural network model based on the at least one predicted intent and a respective at least one intent of the data samples of the question-intent tuple dataset having the same task value; and
back propagating the neural network model loss through the pre-trained language model to adjust values of the learnable parameters of the pre-trained language model; and

in response to generating the neural network models for all unique task values, the pre-trained language model becoming the fine-tuned language model.