| Turning the Tide: Repository-based Code Reflection | Jul 14, 2025 | Code GenerationDiversity | —Unverified | 0 |
| Rethinking Verification for LLM Code Generation: From Generation to Testing | Jul 9, 2025 | Code GenerationHumanEval | CodeCode Available | 1 |
| any4: Learned 4-bit Numeric Representation for LLMs | Jul 7, 2025 | GPUGSM8K | CodeCode Available | 2 |
| SACL: Understanding and Combating Textual Bias in Code Retrieval with Semantic-Augmented Reranking and Localization | Jun 25, 2025 | Code GenerationHumanEval | —Unverified | 0 |
| Plan for Speed -- Dilated Scheduling for Masked Diffusion Language Models | Jun 23, 2025 | Code CompletionGSM8K | —Unverified | 0 |
| AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need | Jun 18, 2025 | GSM8KHumanEval | CodeCode Available | 0 |
| LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing | Jun 17, 2025 | ARCCoLA | —Unverified | 0 |
| Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees | Jun 17, 2025 | Code TranslationHumanEval | —Unverified | 0 |
| Guideline Forest: Experience-Induced Multi-Guideline Reasoning with Stepwise Aggregation | Jun 9, 2025 | GSM8KHumanEval | —Unverified | 0 |
| SwiftEval: Developing a Language-Specific Benchmark for LLM-generated Code Evaluation | May 30, 2025 | Code GenerationHumanEval | —Unverified | 0 |
