| One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks | Oct 14, 2024 | FairnessGSM8K | CodeCode Available | 0 |
| KV Prediction for Improved Time to First Token | Oct 10, 2024 | Code CompletionCPU | —Unverified | 0 |
| Context-Augmented Code Generation Using Programming Knowledge Graphs | Oct 9, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| AIME: AI System Optimization via Multiple LLM Evaluators | Oct 4, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Training Language Models on Synthetic Edit Sequences Improves Code Synthesis | Oct 3, 2024 | HumanEvalSynthetic Data Generation | CodeCode Available | 1 |
| From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging | Oct 2, 2024 | Auto DebuggingBug fixing | CodeCode Available | 2 |
| 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 |
| Training Language Models to Self-Correct via Reinforcement Learning | Sep 19, 2024 | HumanEvalMath | CodeCode Available | 2 |
