| Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data | Dec 5, 2023 | Code GenerationHumanEval | —Unverified | 0 |
| Clover: Closed-Loop Verifiable Code Generation | Oct 26, 2023 | Code Generationmbpp | CodeCode Available | 1 |
| CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion | Oct 17, 2023 | Code CompletionHumanEval | CodeCode Available | 1 |
| Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation | Oct 16, 2023 | Code GenerationHumanEval | —Unverified | 0 |
| Large Language Model-Aware In-Context Learning for Code Generation | Oct 15, 2023 | Code GenerationContrastive Learning | —Unverified | 0 |
| CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules | Oct 13, 2023 | Code GenerationHumanEval | CodeCode Available | 1 |
| The Program Testing Ability of Large Language Models for Code | Oct 9, 2023 | HumanEvalmbpp | —Unverified | 0 |
| Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency | Sep 29, 2023 | Code GenerationHumanEval | CodeCode Available | 0 |
| Code Llama: Open Foundation Models for Code | Aug 24, 2023 | 16kCode Generation | CodeCode Available | 6 |
| RLTF: Reinforcement Learning from Unit Test Feedback | Jul 10, 2023 | Code Generationmbpp | CodeCode Available | 1 |
