| LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models | May 25, 2025 | GSM8KHumanEval | —Unverified | 0 |
| LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing | Jun 17, 2025 | ARCCoLA | —Unverified | 0 |
| LORD: Low Rank Decomposition Of Monolingual Code LLMs For One-Shot Compression | Sep 25, 2023 | Code GenerationHumanEval | —Unverified | 0 |
| Low-Cost Language Models: Survey and Performance Evaluation on Python Code Generation | Apr 17, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| MaPPing Your Model: Assessing the Impact of Adversarial Attacks on LLM-based Programming Assistants | Jul 12, 2024 | HumanEval | —Unverified | 0 |
| 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 |
| PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation | Dec 17, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Piloting Copilot, Codex, and StarCoder2: Hot Temperature, Cold Prompts, or Black Magic? | Oct 26, 2022 | HumanEvalLanguage Modelling | —Unverified | 0 |
| Plan for Speed -- Dilated Scheduling for Masked Diffusion Language Models | Jun 23, 2025 | Code CompletionGSM8K | —Unverified | 0 |
| PLUM: Improving Code LMs with Execution-Guided On-Policy Preference Learning Driven By Synthetic Test Cases | Jun 11, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Prior Prompt Engineering for Reinforcement Fine-Tuning | May 20, 2025 | HumanEvalPrompt Engineering | —Unverified | 0 |
| Qiskit Code Assistant: Training LLMs for generating Quantum Computing Code | May 29, 2024 | HumanEval | —Unverified | 0 |
| Qiskit HumanEval: An Evaluation Benchmark For Quantum Code Generative Models | Jun 20, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks | Jan 20, 2025 | Code GenerationHumanEval | —Unverified | 0 |
| Reactor Mk.1 performances: MMLU, HumanEval and BBH test results | Jun 15, 2024 | BenchmarkingHumanEval | —Unverified | 0 |
| Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment | Feb 5, 2025 | GSM8KHumanEval | —Unverified | 0 |