| USCD: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding | Sep 9, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Memorization or Interpolation ? Detecting LLM Memorization through Input Perturbation Analysis | May 5, 2025 | ArticlesHumanEval | —Unverified | 0 |
| MojoBench: Language Modeling and Benchmarks for Mojo | Oct 23, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Mutation-based Consistency Testing for Evaluating the Code Understanding Capability of LLMs | Jan 11, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| NExT: Teaching Large Language Models to Reason about Code Execution | Apr 23, 2024 | HumanEvalmbpp | —Unverified | 0 |
| NoFunEval: Funny How Code LMs Falter on Requirements Beyond Functional Correctness | Jan 29, 2024 | HumanEval | —Unverified | 0 |
| On the Limitations of Embedding Based Methods for Measuring Functional Correctness for Code Generation | Apr 26, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs | Apr 5, 2025 | Code GenerationHumanEval | —Unverified | 0 |
| PanGu-Coder2: Boosting Large Language Models for Code with Ranking Feedback | Jul 27, 2023 | Code GenerationHumanEval | —Unverified | 0 |
| Past as a Guide: Leveraging Retrospective Learning for Python Code Completion | Nov 13, 2023 | Code CompletionHumanEval | —Unverified | 0 |