| AutoTest: Evolutionary Code Solution Selection with Test Cases | Aug 22, 2024 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| BASS: Batched Attention-optimized Speculative Sampling | Apr 24, 2024 | GPUHumanEval | —Unverified | 0 | 0 |
| Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol | Mar 7, 2025 | BenchmarkingBug fixing | —Unverified | 0 | 0 |
| PythonSaga: Redefining the Benchmark to Evaluate Code Generating LLMs | Jan 8, 2024 | Code GenerationDiversity | —Unverified | 0 | 0 |
| Brevity is the soul of wit: Pruning long files for code generation | Jun 29, 2024 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation | Oct 16, 2023 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| Can LLMs Enable Verification in Mainstream Programming? | Mar 18, 2025 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| CELI: Controller-Embedded Language Model Interactions | Oct 18, 2024 | ArticlesCode Generation | —Unverified | 0 | 0 |
| CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation | Aug 17, 2023 | Code GenerationFew-Shot Learning | —Unverified | 0 | 0 |
| CodeFuse-13B: A Pretrained Multi-lingual Code Large Language Model | Oct 10, 2023 | Code GenerationCode Translation | —Unverified | 0 | 0 |
| CodeMirage: Hallucinations in Code Generated by Large Language Models | Aug 14, 2024 | Code GenerationHallucination | —Unverified | 0 | 0 |
| CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts | May 8, 2025 | Code CompletionCode Generation | —Unverified | 0 | 0 |
| Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency | Jun 18, 2024 | HumanEvalmbpp | —Unverified | 0 | 0 |
| CodeShell Technical Report | Mar 23, 2024 | 8kHumanEval | —Unverified | 0 | 0 |
| CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models | Nov 7, 2024 | Code GenerationDecision Making | —Unverified | 0 | 0 |
| Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting | Aug 18, 2024 | HumanEvalMathematical Reasoning | —Unverified | 0 | 0 |
| Context-Augmented Code Generation Using Programming Knowledge Graphs | Oct 9, 2024 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks | Sep 13, 2024 | ARCCode Generation | —Unverified | 0 | 0 |
| CREST: Effectively Compacting a Datastore For Retrieval-Based Speculative Decoding | Aug 8, 2024 | HumanEvalRetrieval | —Unverified | 0 | 0 |
| CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution | Aug 23, 2024 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| Dafny as Verification-Aware Intermediate Language for Code Generation | Jan 10, 2025 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data | Dec 5, 2023 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| Demo-Craft: Using In-Context Learning to Improve Code Generation in Large Language Models | Oct 30, 2024 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| Discrete Flow Matching | Jul 22, 2024 | HumanEvalmbpp | —Unverified | 0 | 0 |
| Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation | May 30, 2024 | Code GenerationHumanEval | —Unverified | 0 | 0 |
