| Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models | May 15, 2025 | Code GenerationGSM8K | —Unverified | 0 |
| RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation | Sep 15, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| SACL: Understanding and Combating Textual Bias in Code Retrieval with Semantic-Augmented Reranking and Localization | Jun 25, 2025 | Code GenerationHumanEval | —Unverified | 0 |
| Scattered Forest Search: Smarter Code Space Exploration with LLMs | Oct 22, 2024 | Code GenerationDiversity | —Unverified | 0 |
| SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity | Dec 30, 2024 | BenchmarkingCode Generation | —Unverified | 0 |
| Selection of Prompt Engineering Techniques for Code Generation through Predicting Code Complexity | Sep 24, 2024 | Code GenerationContrastive Learning | —Unverified | 0 |
| SelfEvolve: A Code Evolution Framework via Large Language Models | Jun 5, 2023 | Code GenerationHumanEval | —Unverified | 0 |
| Self-Evolving Multi-Agent Collaboration Networks for Software Development | Oct 22, 2024 | HumanEval | —Unverified | 0 |
| Self-Explained Keywords Empower Large Language Models for Code Generation | Oct 21, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Semantic-guided Search for Efficient Program Repair with Large Language Models | Oct 22, 2024 | GPUHumanEval | —Unverified | 0 |
