SWE-smith: Scaling Data for Software Engineering Agents
自动化 Repository-level 实例任务生成
Empirical
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
定制化 Agent-Computer Interface
SWE-Bench: Can Language Models Resolve Real-World GitHub Issues?
SWE-Bench
CodeT5
T5 架构的 Code 基模
GraphLocator: Graph-guided Causal Reasoning for Issue Localization
RDFS & CIG
StarCoder
如何训练代码基模
User Behavior Simulation with Large Language Model based Agents
基于认知科学实现推荐用户模拟, 并以此探究信息茧房、从众心理等现象
Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks
Code Graph & Graph Attention Mask
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
通过 Repository-level 的 Code Graph 实现更为高效的工程代码生成
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
在知识图谱上实现 LLM, KG 的交替推理