2 papers
cs.CL2025
Dynamic Prompt Fusion for Multi-Task and Cross-Domain Adaptation in LLMs
Xin Hu, Yue Kang, Guanzi Yao +3
This study addresses the generalization limitations commonly observed in large language models under multi-task and cross-domain settings. Unlike prior methods such as SPoT, which…
cs.CL2025
Collaborative Distillation Strategies for Parameter-Efficient Language Model Deployment
Xiandong Meng, Yan Wu, Yexin Tian +3
This paper addresses the challenges of high computational cost and slow inference in deploying large language models. It proposes a distillation strategy guided by multiple teacher…