Understanding Before Reasoning: Enhancing Chain-of-Thought with Iterative Summarization Pre-Prompting Paper • 2501.04341 • Published Jan 8 • 1
LoRA$^2$ : Multi-Scale Low-Rank Approximations for Fine-Tuning Large Language Models Paper • 2408.06854 • Published Aug 13, 2024
Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace Paper • 2503.01419 • Published Mar 3