| Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models | Sep 27, 2023 | HumanEvalLanguage Modeling | CodeCode Available | 0 | 5 |
| Earlier Tokens Contribute More: Learning Direct Preference Optimization From Temporal Decay Perspective | Feb 20, 2025 | GSM8KMath | CodeCode Available | 0 | 5 |
| Capability-Based Scaling Laws for LLM Red-Teaming | May 26, 2025 | MMLUPrompt Engineering | CodeCode Available | 0 | 5 |
| DyePack: Provably Flagging Test Set Contamination in LLMs Using Backdoors | May 29, 2025 | MMLUMultiple-choice | CodeCode Available | 0 | 5 |
| QLESS: A Quantized Approach for Data Valuation and Selection in Large Language Model Fine-Tuning | Feb 3, 2025 | Data ValuationLanguage Modeling | CodeCode Available | 0 | 5 |
| Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Function | Jun 3, 2024 | DiversityMMLU | CodeCode Available | 0 | 5 |
| Review-Instruct: A Review-Driven Multi-Turn Conversations Generation Method for Large Language Models | May 16, 2025 | DiversityMMLU | CodeCode Available | 0 | 5 |
| Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs | May 31, 2025 | MMLU | CodeCode Available | 0 | 5 |
| Post-Hoc Reversal: Are We Selecting Models Prematurely? | Apr 11, 2024 | Language ModellingMMLU | CodeCode Available | 0 | 5 |
| BnMMLU: Measuring Massive Multitask Language Understanding in Bengali | May 25, 2025 | General KnowledgeMMLU | CodeCode Available | 0 | 5 |
| Performance Law of Large Language Models | Aug 19, 2024 | MMLU | CodeCode Available | 0 | 5 |
| OpenGrok: Enhancing SNS Data Processing with Distilled Knowledge and Mask-like Mechanisms | Feb 11, 2025 | Knowledge DistillationMMLU | CodeCode Available | 0 | 5 |
| Noise Injection Reveals Hidden Capabilities of Sandbagging Language Models | Dec 2, 2024 | MMLUMultiple-choice | CodeCode Available | 0 | 5 |
| ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study | Dec 19, 2024 | AstronomyDomain Adaptation | CodeCode Available | 0 | 5 |
| DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance | Jan 29, 2025 | DiversityMMLU | CodeCode Available | 0 | 5 |
| MMLU-Pro+: Evaluating Higher-Order Reasoning and Shortcut Learning in LLMs | Sep 3, 2024 | MMLU | CodeCode Available | 0 | 5 |
| Probing then Editing Response Personality of Large Language Models | Apr 14, 2025 | MMLU | CodeCode Available | 0 | 5 |
| MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning | Feb 27, 2024 | 8kLanguage Modeling | CodeCode Available | 0 | 5 |
| BenTo: Benchmark Task Reduction with In-Context Transferability | Oct 17, 2024 | In-Context LearningMMLU | CodeCode Available | 0 | 5 |
| Input Conditioned Graph Generation for Language Agents | Jun 17, 2024 | Graph GenerationMMLU | CodeCode Available | 0 | 5 |
| Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation | Jun 20, 2024 | GSM8KLanguage Model Evaluation | CodeCode Available | 0 | 5 |
| LoTA-QAF: Lossless Ternary Adaptation for Quantization-Aware Fine-Tuning | May 24, 2025 | Computational EfficiencyMMLU | CodeCode Available | 0 | 5 |
| Inconsistencies in Masked Language Models | Dec 30, 2022 | LAMBADAMMLU | CodeCode Available | 0 | 5 |
| Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning | Oct 14, 2024 | In-Context LearningMMLU | CodeCode Available | 0 | 5 |
| LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient | Feb 2, 2025 | MMLU | CodeCode Available | 0 | 5 |
