Do Deep Learning Models Indeed Understand Software Engineering Tasks?

Name: Do Deep Learning Models Indeed Understand Software Engineering Tasks?
Creator: YAU LEE
Published: 2026-04-09T12:25:34+08:00

Mendeley Data2026-04-09 收录

软件工程深度学习

代码理解评估

数据链接：

https://data.mendeley.com/datasets/yz3gnwvzfm/1 数据链接链接失效反馈

官方服务：

资源简介：

Datasets and code in "Do Deep Learning Models Indeed Understand Software Engineering Tasks?"

提供机构：

YAU LEE

ScaleAI/SWE-Atlas-QnA

代码理解评估

AI代理

--- dataset_info: config_name: default splits: - name: test num_examples: 124 --- Update 03/30/2026: We released the dataset in [harbor](https://github.com/harbor-framework/harbor) form

Hugging Face2026-03-31 更新80

UML Diagram Dataset from the paper Creating and Validating a Ground Truth Dataset of UML Diagrams Using Deep Learning Techniques

UML图识别

软件工程深度学习

Dataset of six UML diagram classes, comprising a total of 2,626 images (426 activity diagrams, 636 class diagrams, 352 component diagrams, 357 deployment diagrams, 435 sequence diagrams, and 420 use c