| LoLCATs: On Low-Rank Linearizing of Large Language Models | Oct 14, 2024 | MMLU | CodeCode Available | 3 |
| Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning | Oct 14, 2024 | In-Context LearningMMLU | CodeCode Available | 0 |
| Towards Multilingual LLM Evaluation for European Languages | Oct 11, 2024 | ARCGSM8K | —Unverified | 0 |
| Upcycling Large Language Models into Mixture of Experts | Oct 10, 2024 | Mixture-of-ExpertsMMLU | —Unverified | 0 |
| Large Language Model Compression with Neural Architecture Search | Oct 9, 2024 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment | Oct 8, 2024 | ARCBelebele | CodeCode Available | 1 |
| Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths | Oct 7, 2024 | AttributeGSM8K | —Unverified | 0 |
| Continuous Approximations for Improving Quantization Aware Training of LLMs | Oct 6, 2024 | MMLUModel Compression | —Unverified | 0 |
| LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity | Oct 4, 2024 | DiversityEnsemble Pruning | CodeCode Available | 0 |
| CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions | Oct 4, 2024 | Instruction FollowingMMLU | CodeCode Available | 0 |
