| PerfCodeGen: Improving Performance of LLM Generated Code with Execution Feedback | Nov 18, 2024 | HumanEvalmbpp | CodeCode Available | 1 | 5 |
| Fault-Aware Neural Code Rankers | Jun 4, 2022 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation | May 27, 2024 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| Clover: Closed-Loop Verifiable Code Generation | Oct 26, 2023 | Code Generationmbpp | CodeCode Available | 1 | 5 |
| Control LLM: Controlled Evolution for Intelligence Retention in LLM | Jan 19, 2025 | MathMathematical Reasoning | CodeCode Available | 1 | 5 |
| RLTF: Reinforcement Learning from Unit Test Feedback | Jul 10, 2023 | Code Generationmbpp | CodeCode Available | 1 | 5 |
| LeTI: Learning to Generate from Textual Interactions | May 17, 2023 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 | 5 |
| Planning In Natural Language Improves LLM Search For Code Generation | Sep 5, 2024 | Code GenerationDiversity | CodeCode Available | 1 | 5 |
| Policy Filtration in RLHF to Fine-Tune LLM for Code Generation | Sep 11, 2024 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking | May 20, 2025 | HumanEvalmbpp | CodeCode Available | 1 | 5 |
| DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning | Feb 14, 2024 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| Planning-Driven Programming: A Large Language Model Programming Workflow | Nov 21, 2024 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| Program Synthesis with Large Language Models | Aug 16, 2021 | Few-Shot Learningmbpp | CodeCode Available | 1 | 5 |
| HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation | Dec 30, 2024 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| Improving Code Generation by Training with Natural Language Feedback | Mar 28, 2023 | Code GenerationImitation Learning | CodeCode Available | 1 | 5 |
| DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling | Jun 17, 2024 | GSM8KMath | CodeCode Available | 1 | 5 |
| InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-Instruct | Jul 8, 2024 | Code GenerationCode Summarization | CodeCode Available | 1 | 5 |
| Better & Faster Large Language Models via Multi-token Prediction | Apr 30, 2024 | HumanEvalmbpp | CodeCode Available | 1 | 5 |
| InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models | Mar 11, 2024 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models | Feb 23, 2025 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| Learning to Generate Unit Tests for Automated Debugging | Feb 3, 2025 | HumanEvalLarge Language Model | CodeCode Available | 1 | 5 |
| CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules | Oct 13, 2023 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| CYCLE: Learning to Self-Refine the Code Generation | Mar 27, 2024 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion | Oct 17, 2023 | Code CompletionHumanEval | CodeCode Available | 1 | 5 |
| Getting the most out of your tokenizer for pre-training and domain adaptation | Feb 1, 2024 | Code GenerationDomain Adaptation | CodeCode Available | 1 | 5 |
