| AutoCoder: Enhancing Code Large Language Model with AIEV-Instruct | May 23, 2024 | Class-level Code GenerationCode Completion | CodeCode Available | 4 |
| Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving | Jul 8, 2025 | Code RepairTransfer Learning | CodeCode Available | 3 |
| OctoPack: Instruction Tuning Code Large Language Models | Aug 14, 2023 | Code GenerationCode Repair | CodeCode Available | 3 |
| SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents | Jun 18, 2024 | Code GenerationCode Repair | CodeCode Available | 2 |
| Guiding Language Models of Code with Global Context using Monitors | Jun 19, 2023 | Code CompletionCode Generation | CodeCode Available | 2 |
| Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration | Dec 27, 2024 | C++ codeCode Repair | CodeCode Available | 1 |
| COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis | Aug 9, 2024 | Code GenerationCode Repair | CodeCode Available | 1 |
| INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair | Nov 16, 2023 | Code GenerationCode Repair | CodeCode Available | 1 |
| Learning Performance-Improving Code Edits | Feb 15, 2023 | Code GenerationCode Repair | CodeCode Available | 1 |
| Break-It-Fix-It: Unsupervised Learning for Program Repair | Jun 11, 2021 | C++ codeCode Repair | CodeCode Available | 1 |
