| Learning to Generate Unit Tests for Automated Debugging | Feb 3, 2025 | HumanEvalLarge Language Model | CodeCode Available | 1 |
| QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks | Jan 20, 2025 | Code GenerationHumanEval | —Unverified | 0 |
| Control LLM: Controlled Evolution for Intelligence Retention in LLM | Jan 19, 2025 | MathMathematical Reasoning | CodeCode Available | 1 |
| Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement | Dec 30, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation | Dec 30, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
| Learning to Reason via Self-Iterative Process Feedback for Small Language Models | Dec 11, 2024 | Domain GeneralizationGSM8K | —Unverified | 0 |
| AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement | Dec 9, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Inference Scaling fLaws: The Limits of LLM Resampling with Imperfect Verifiers | Nov 26, 2024 | HumanEvalmbpp | CodeCode Available | 0 |
| Planning-Driven Programming: A Large Language Model Programming Workflow | Nov 21, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
| DSTC: Direct Preference Learning with Only Self-Generated Tests and Code to Improve Code LMs | Nov 20, 2024 | Code GenerationHumanEval | —Unverified | 0 |
