作者位次 #4/7ACL 2026Findings· Findings of ACL
V ocab T ailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models
Hanling Zhang · Yayu Zhou · Tongcheng Fang · Zhihang Yuan · Guohao Dai · Wanli Ouyang · Yu Wang
摘要
Small Language Models (SLMs) provide computational advantages in resource-constrained environments, yet memory limitations remain a critical bottleneck for edge device deployment. A substantial portion of SLMs’ memory footprint stems from vocabulary-related components, particularly embeddings and...