3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CL2026★ 3 cited
DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning
Jing Xiong, Zixuan Li, Chuanyang Zheng +10
Recent advances in natural language processing, primarily propelled by Large Language Models (LLMs), have showcased their remarkable capabilities grounded in in-context learning. A…
cs.CL2025
Less is More: Resource-Efficient Low-Rank Adaptation
Chunlin Tian, Xuyang Wei, Huanrong Liu +2
Low-Rank Adaptation (LoRA) is a widely adopted parameter-efficient fine-tuning (PEFT) method for Large Language Models (LLMs), but it still incurs notable overhead and suffers from…