公开(公告)号：US20250045638A1

公开(公告)日：2025-02-06

申请号：US18920692

申请日：2024-10-18

Applicant: Lemon Inc.

Inventor： Yukun Ma ,  Nipun Rustagi

IPC: G06N20/00 ,  G06F18/241

Abstract: There are provided methods, devices, and computer program products for data classification. A sample for training a machine learning model is obtained. The sample comprises a prompt and a response for the prompt, the prompt comprises input data, and the response comprises a classification of the input data, and a reason why the input data belongs to the classification. A first sample is determined based on the input data and the classification of the input data, and the first sample comprises a first prompt and a first response. A second sample is determined based on the input data, the classification of the input data, and the reason, and the second sample comprises a second prompt and a second response. The machine learning model is updated based on the first and the second samples. Therefore, the machine learning model may be updated in a more reliable and accurate way.