| ReasonIR: Training Retrievers for Reasoning Tasks | Apr 29, 2025 | Information RetrievalMMLU | CodeCode Available | 3 |
| LongPerceptualThoughts: Distilling System-2 Reasoning for System-1 Perception | Apr 21, 2025 | MathMMLU | —Unverified | 0 |
| Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark | Apr 20, 2025 | MMLU | CodeCode Available | 1 |
| SHA256 at SemEval-2025 Task 4: Selective Amnesia -- Constrained Unlearning for Large Language Models via Knowledge Isolation | Apr 17, 2025 | AttributeMachine Unlearning | CodeCode Available | 0 |
| DataDecide: How to Predict Best Pretraining Data with Small Experiments | Apr 15, 2025 | ARCHellaSwag | CodeCode Available | 3 |
| Transferable text data distillation by trajectory matching | Apr 14, 2025 | ARCLarge Language Model | —Unverified | 0 |
| Probing then Editing Response Personality of Large Language Models | Apr 14, 2025 | MMLU | CodeCode Available | 0 |
| Domain-Adaptive Continued Pre-Training of Small Language Models | Apr 13, 2025 | Domain AdaptationHellaSwag | —Unverified | 0 |
| Large Language Models Could Be Rote Learners | Apr 11, 2025 | MemorizationMMLU | —Unverified | 0 |
| Task-Circuit Quantization: Leveraging Knowledge Localization and Interpretability for Compression | Apr 10, 2025 | MathMMLU | CodeCode Available | 1 |
