| RGD: Multi-LLM Based Agent Debugger via Refinement and Generation Guidance | Oct 2, 2024 | Code GenerationHumanEval | CodeCode Available | 0 |
| AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation | Oct 1, 2024 | Code GenerationHumanEval | CodeCode Available | 0 |
| Selection of Prompt Engineering Techniques for Code Generation through Predicting Code Complexity | Sep 24, 2024 | Code GenerationContrastive Learning | —Unverified | 0 |
| USCD: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding | Sep 9, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Prompt Baking | Sep 4, 2024 | ARCGSM8K | —Unverified | 0 |
| Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer | Aug 19, 2024 | Code GenerationCross-Lingual Transfer | —Unverified | 0 |
| CodeMirage: Hallucinations in Code Generated by Large Language Models | Aug 14, 2024 | Code GenerationHallucination | —Unverified | 0 |
| Discrete Flow Matching | Jul 22, 2024 | HumanEvalmbpp | —Unverified | 0 |
| Brevity is the soul of wit: Pruning long files for code generation | Jun 29, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning | Jun 20, 2024 | GSM8KHeuristic Search | —Unverified | 0 |
