| A Survey on Large Language Models for Code Generation | Jun 1, 2024 | Code GenerationHumanEval | CodeCode Available | 2 |
| Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation | May 30, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths | May 30, 2024 | GSM8KHumanEval | —Unverified | 0 |
| Qiskit Code Assistant: Training LLMs for generating Quantum Computing Code | May 29, 2024 | HumanEval | —Unverified | 0 |
| Kotlin ML Pack: Technical Report | May 29, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation | May 27, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
| EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization | May 24, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
| Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast | May 23, 2024 | Computational EfficiencyGSM8K | CodeCode Available | 1 |
| Instruction Tuning With Loss Over Instructions | May 23, 2024 | HumanEvalMMLU | CodeCode Available | 1 |
| Can Github issues be solved with Tree Of Thoughts? | May 20, 2024 | Code GenerationGitHub issue resolution | CodeCode Available | 0 |
| Multiple-Choice Questions are Efficient and Robust LLM Evaluators | May 20, 2024 | GSM8KHumanEval | CodeCode Available | 1 |
| MHPP: Exploring the Capabilities and Limitations of Language Models Beyond Basic Code Generation | May 19, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
| MapCoder: Multi-Agent Code Generation for Competitive Problem Solving | May 18, 2024 | Code GenerationHumanEval | CodeCode Available | 2 |
| RLHF Workflow: From Reward Modeling to Online RLHF | May 13, 2024 | ChatbotHumanEval | CodeCode Available | 5 |
| NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Prompts | May 7, 2024 | HumanEvalmbpp | CodeCode Available | 2 |
| Better & Faster Large Language Models via Multi-token Prediction | Apr 30, 2024 | HumanEvalmbpp | CodeCode Available | 1 |
| On the Limitations of Embedding Based Methods for Measuring Functional Correctness for Code Generation | Apr 26, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding | Apr 25, 2024 | GSM8KHellaSwag | CodeCode Available | 3 |
| BASS: Batched Attention-optimized Speculative Sampling | Apr 24, 2024 | GPUHumanEval | —Unverified | 0 |
| XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts | Apr 23, 2024 | HumanEvalmbpp | CodeCode Available | 1 |
| NExT: Teaching Large Language Models to Reason about Code Execution | Apr 23, 2024 | HumanEvalmbpp | —Unverified | 0 |
| Low-Cost Language Models: Survey and Performance Evaluation on Python Code Generation | Apr 17, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective | Apr 11, 2024 | Code GenerationHumanEval | CodeCode Available | 0 |
| The RealHumanEval: Evaluating Large Language Models' Abilities to Support Programmers | Apr 3, 2024 | HumanEval | CodeCode Available | 1 |
| Self-Organized Agents: A LLM Multi-Agent Framework toward Ultra Large-Scale Code Generation and Optimization | Apr 2, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
