| InterTrans: Leveraging Transitive Intermediate Translations to Enhance LLM-based Code Translation | Nov 1, 2024 | Code TranslationHumanEval | CodeCode Available | 0 | 5 |
| ShareLoRA: Parameter Efficient and Robust Large Language Model Fine-tuning via Shared Low-Rank Adaptation | Jun 16, 2024 | Continual LearningGSM8K | CodeCode Available | 0 | 5 |
| mHumanEval -- A Multilingual Benchmark to Evaluate Large Language Models for Code Generation | Oct 19, 2024 | Code GenerationDiversity | CodeCode Available | 0 | 5 |
| Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation | Oct 28, 2023 | Code GenerationHumanEval | CodeCode Available | 0 | 5 |
| Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding | May 12, 2025 | Code GenerationComment Generation | CodeCode Available | 0 | 5 |
| AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need | Jun 18, 2025 | GSM8KHumanEval | CodeCode Available | 0 | 5 |
| One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks | Oct 14, 2024 | FairnessGSM8K | CodeCode Available | 0 | 5 |
| Inference Scaling fLaws: The Limits of LLM Resampling with Imperfect Verifiers | Nov 26, 2024 | HumanEvalmbpp | CodeCode Available | 0 | 5 |
| JavaBench: A Benchmark of Object-Oriented Code Generation for Evaluating Large Language Models | Jun 10, 2024 | BenchmarkingCode Generation | CodeCode Available | 0 | 5 |
| CopySpec: Accelerating LLMs with Speculative Copy-and-Paste Without Compromising Quality | Feb 13, 2025 | 8kGPU | CodeCode Available | 0 | 5 |
| Software Vulnerability and Functionality Assessment using LLMs | Mar 13, 2024 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| ACECODER: Acing Coder RL via Automated Test-Case Synthesis | Feb 3, 2025 | HumanEvalmbpp | —Unverified | 0 | 0 |
| Actor-Critic based Online Data Mixing For Language Model Pre-Training | May 29, 2025 | HumanEvalLanguage Modeling | —Unverified | 0 | 0 |
| Adaptive Dense Reward: Understanding the Gap Between Action and Reward Space in Alignment | Oct 23, 2024 | GSM8KHumanEval | —Unverified | 0 | 0 |
| Addressing Data Leakage in HumanEval Using Combinatorial Test Design | Dec 2, 2024 | HumanEval | —Unverified | 0 | 0 |
| AIME: AI System Optimization via Multiple LLM Evaluators | Oct 4, 2024 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| Aligning CodeLLMs with Direct Preference Optimization | Oct 24, 2024 | Decision MakingHumanEval | —Unverified | 0 | 0 |
| AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement | Dec 9, 2024 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| An LLM-as-Judge Metric for Bridging the Gap with Human Evaluation in SE Tasks | May 27, 2025 | Code GenerationCode Summarization | —Unverified | 0 | 0 |
| A Preliminary Study of Multilingual Code Language Models for Code Generation Task Using Translated Benchmarks | Nov 23, 2024 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| ARCS: Agentic Retrieval-Augmented Code Synthesis with Iterative Refinement | Apr 29, 2025 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| Arctic-SnowCoder: Demystifying High-Quality Data in Code Pretraining | Sep 3, 2024 | Code GenerationHumanEval | —Unverified | 0 | 0 |
| A Review of Repository Level Prompting for LLMs | Dec 15, 2023 | Code CompletionCode Generation | —Unverified | 0 | 0 |
| CodingTeachLLM: Empowering LLM's Coding Ability via AST Prior Knowledge | Mar 13, 2024 | Dialogue EvaluationHumanEval | —Unverified | 0 | 0 |
| AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection | May 12, 2025 | GSM8KHumanEval | —Unverified | 0 | 0 |