| Reinforcing General Reasoning without Verifiers | May 27, 2025 | MathMathematical Reasoning | CodeCode Available | 2 | 5 |
| Accurate LoRA-Finetuning Quantization of LLMs via Information Retention | Feb 8, 2024 | MMLUQuantization | CodeCode Available | 2 | 5 |
| Rethinking Benchmark and Contamination for Language Models with Rephrased Samples | Nov 8, 2023 | HumanEvalMMLU | CodeCode Available | 2 | 5 |
| A StrongREJECT for Empty Jailbreaks | Feb 15, 2024 | MMLU | CodeCode Available | 2 | 5 |
| AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs | Apr 21, 2024 | MMLURed Teaming | CodeCode Available | 2 | 5 |
| MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark | Dec 19, 2024 | MMLUMultiple-choice | CodeCode Available | 2 | 5 |
| MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning | Nov 16, 2023 | MedQAMMLU | CodeCode Available | 2 | 5 |
| Inheritune: Training Smaller Yet More Attentive Language Models | Apr 12, 2024 | DecoderLanguage Modelling | CodeCode Available | 2 | 5 |
| Routoo: Learning to Route to Large Language Models Effectively | Jan 25, 2024 | MMLUMulti-task Language Understanding | CodeCode Available | 2 | 5 |
| any4: Learned 4-bit Numeric Representation for LLMs | Jul 7, 2025 | GPUGSM8K | CodeCode Available | 2 | 5 |
