| Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma2 | May 9, 2025 | ARCBelebele | —Unverified | 0 |
| More is Less: The Pitfalls of Multi-Model Synthetic Preference Data in DPO Safety Alignment | Apr 3, 2025 | ARCHellaSwag | —Unverified | 0 |
| WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization | Mar 31, 2025 | Common Sense ReasoningMemorization | —Unverified | 0 |
| Obliviate: Efficient Unmemorization for Protecting Intellectual Property in Large Language Models | Feb 20, 2025 | HellaSwagMemorization | —Unverified | 0 |
| Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments | Dec 16, 2024 | Clinical KnowledgeCollege Medicine | CodeCode Available | 1 |
| PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches | Oct 8, 2024 | GPUGSM8K | —Unverified | 0 |
| Judgment of Thoughts: Courtroom of the Binary Logical Reasoning in Large Language Models | Sep 25, 2024 | Fake News DetectionLanguage Modeling | —Unverified | 0 |
| metabench -- A Sparse Benchmark to Measure General Ability in Large Language Models | Jul 4, 2024 | ARCGSM8K | CodeCode Available | 0 |
| Promises, Outlooks and Challenges of Diffusion Language Modeling | Jun 17, 2024 | ARCHellaSwag | —Unverified | 0 |
| LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding | Apr 25, 2024 | GSM8KHellaSwag | CodeCode Available | 3 |
