Showing cs.CLShow all
2 papers · 1 filter
cs.CL2024
HARE: HumAn pRiors, a key to small language model Efficiency
Lingyun Zhang, Bin jin, Gaojian Ge +7
Human priors play a crucial role in efficiently utilizing data in deep learning. However, with the development of large language models (LLMs), there is an increasing emphasis on s…
cs.CL2024
Balancing Speciality and Versatility: A Coarse to Fine Framework for Mitigating Catastrophic Forgetting in Large Language Models
Hengyuan Zhang, Yanru Wu, Dawei Li +4
Aligned Large Language Models (LLMs) showcase remarkable versatility, capable of handling diverse real-world tasks. Meanwhile, aligned LLMs are also expected to exhibit speciality,…