作者位次 #3/11ACL 2026Poster· Natural Language Processing
Instant Personalized Large Language Model Adaptation via Hypernetwork
Zhaoxuan Tan · Zixuan Zhang · Haoyang Wen · Zheng Li · Rongzhi Zhang · Pei Chen · Fengran Mo · Zheyuan Liu · Qingkai Zeng · Qingyu Yin · Meng Jiang
摘要
Personalized large language models (LLMs) tailor content to individual preferences using user profiles or histories. However, existing parameter-efficient fine-tuning (PEFT) methods, such as the “One-PEFT-Per-User” (OPPU) paradigm, require training a separate adapter for each user, making them co...