公开(公告)号：US12079106B1

公开(公告)日：2024-09-03

申请号：US17545770

申请日：2021-12-08

Applicant: Amazon Technologies, Inc.

Inventor： Yaojie Hu ,  Xingjian Shi ,  Qiang Zhou ,  Lee Pike

IPC: G06F11/36 ,  G06N5/04

CPC classification number: G06F11/3636 ,  G06N5/04

Abstract: Techniques for determining buggy code are described. An encoder/decoder-based (e.g., transformer-based) model approach is described. In some embodiments, a service receives request to perform transformer-based bug fixing on code, performs bug fixing inference to the code by applying a trained encoder/decoder-based model, and reports out a result of the inference, wherein the output includes an indication of a location of a potential edit to be made in the code and the potential edit in the code.