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Showing 26–39 of 39 papers

TitleStatusHype
Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst—0
When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation—0
Slimming Down LLMs Without Losing Their Minds—0
SmolTulu: Higher Learning Rate to Batch Size Ratios Can Lead to Better Reasoning in SLMs—0
Contrastive Decoding Improves Reasoning in Large Language Models—0
Who's Harry Potter? Approximate Unlearning in LLMs—0
Towards Multilingual LLM Evaluation for European Languages—0
Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma2—0
HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning—0
GRIN: GRadient-INformed MoE—0
More is Less: The Pitfalls of Multi-Model Synthetic Preference Data in DPO Safety Alignment—0
Obliviate: Efficient Unmemorization for Protecting Intellectual Property in Large Language Models—0
Domain-Adaptive Continued Pre-Training of Small Language Models—0
Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning—0
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