作者位次 #6/8ACL 2026Poster· Natural Language Processing
Soft Orthogonal Low-Rank Adaptation for Knowledge Sharing in Large Language Model Continual Learning
Yitong Wang · Xue Han · WenChun Gao · Qian Hu · Jiahui Wang · Ziqing Wang · Lijun Mei · Junlan Feng
摘要
When large language models are used in real-world scenarios, continual learning (CL) becomes a non-trivial problem. In particular, continual learning with modern LLMs is challenged both by the substantial computational costs induced by their massive parameter scale, and by the limitations of curr...