software engineering

SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? ICLR 2025 SWE-Dev: Building Software Engineering Agents with Training and Inference Scaling ACL 2025 SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution ACL 2025 SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks EMNLP 2025 SynFix: Dependency-Aware Program Repair via RelationGraph Analysis ACL 2025 ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models ACL 2025 UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench ACL 2025 When Prompt Engineering Meets Software Engineering: CNL-P as Natural and Robust "APIs'' for Human-AI Interaction ICLR 2025 CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges ACL 2024 Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion ACL 2024 DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories ACL 2024 kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution NeurIPS 2024 LJPCheck: Functional Tests for Legal Judgment Prediction ACL 2024 LLM-powered GraphQL Generator for Data Retrieval IJCAI 2024 MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution NeurIPS 2024 MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework ICLR 2024 NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ACL 2024 NeuroSymbolic LLM for Mathematical Reasoning and Software Engineering IJCAI 2024 RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation EMNLP 2024 Revisiting the Impact of Pursuing Modularity for Code Generation EMNLP 2024 Surveying the FAIRness of Annotation Tools: Difficult to find, difficult to reuse EACL 2024 SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering NeurIPS 2024 SWE-bench: Can Language Models Resolve Real-world Github Issues? ICLR 2024 Beyond Testers’ Biases: Guiding Model Testing with Knowledge Bases using LLMs EMNLP 2023 Improving Transformer-based Program Repair Model through False Behavior Diagnosis EMNLP 2023