作者位次 #2/8ACL 2026Findings· Findings of ACL
Balancing Knowledge Breadth and Task Depth for Effective Domain Adaptation Fine-Tuning
Mu Zhang · Yuxiang Chu · Guangya Yu · Yongqi Fan · Weiyan Zhang · Hang Hu · Tong Ruan · Jingping Liu
摘要
Training large language models for domain adaptation poses a significant challenge in balancing the acquisition of domain knowledge with the retention of general abilities, often leading to catastrophic forgetting. While curriculum learning offers a promising direction, conventional methods typic...