| Better & Faster Large Language Models via Multi-token Prediction | Apr 30, 2024 | HumanEvalmbpp | CodeCode Available | 1 |
| Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models | Feb 24, 2024 | HumanEvalMemorization | CodeCode Available | 1 |
| How Efficient is LLM-Generated Code? A Rigorous & High-Standard Benchmark | Jun 10, 2024 | HumanEvalProgram Synthesis | CodeCode Available | 1 |
| CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models | Feb 23, 2025 | Code GenerationHumanEval | CodeCode Available | 1 |
| ContraCLM: Contrastive Learning For Causal Language Model | Oct 3, 2022 | Code GenerationCode Search | CodeCode Available | 1 |
| ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation | May 27, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
| ANPL: Towards Natural Programming with Interactive Decomposition | May 29, 2023 | ARCCode Generation | CodeCode Available | 1 |
| RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair | Dec 25, 2023 | HumanEvalparameter-efficient fine-tuning | CodeCode Available | 1 |
| How to Select Datapoints for Efficient Human Evaluation of NLG Models? | Jan 30, 2025 | HumanEvalMachine Translation | CodeCode Available | 1 |
| Instruction Tuning With Loss Over Instructions | May 23, 2024 | HumanEvalMMLU | CodeCode Available | 1 |
