| PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation | Dec 17, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Falcon: Faster and Parallel Inference of Large Language Models through Enhanced Semi-Autoregressive Drafting and Custom-Designed Decoding Tree | Dec 17, 2024 | GSM8KHumanEval | —Unverified | 0 |
| Learning to Reason via Self-Iterative Process Feedback for Small Language Models | Dec 11, 2024 | Domain GeneralizationGSM8K | —Unverified | 0 |
| AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement | Dec 9, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Does Few-Shot Learning Help LLM Performance in Code Synthesis? | Dec 3, 2024 | Code GenerationFew-Shot Learning | —Unverified | 0 |
| Addressing Data Leakage in HumanEval Using Combinatorial Test Design | Dec 2, 2024 | HumanEval | —Unverified | 0 |
| Inference Scaling fLaws: The Limits of LLM Resampling with Imperfect Verifiers | Nov 26, 2024 | HumanEvalmbpp | CodeCode Available | 0 |
| A Preliminary Study of Multilingual Code Language Models for Code Generation Task Using Translated Benchmarks | Nov 23, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Planning-Driven Programming: A Large Language Model Programming Workflow | Nov 21, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
| DSTC: Direct Preference Learning with Only Self-Generated Tests and Code to Improve Code LMs | Nov 20, 2024 | Code GenerationHumanEval | —Unverified | 0 |
