parameter-efficient-finetuning
1.[Adapter] Parameter-Efficient Transfer Learning for NLP
Parameter-Efficient Transfer Learning for NLP, ICML 2019
2023년 4월 13일
2.[Prompt Tuning] The Power of Scale for Parameter-Efficient Prompt Tuning
The Power of Scale for Parameter-Efficient Prompt Tuning, EMNLP 2021
2023년 6월 17일
3.Prefix-Tuning: Optimizing Continuous Prompts for Generation
Prefix-Tuning: Optimizing Continuous Prompts for Generation, ACL 2021
2023년 6월 27일
4.[P-tuning] GPT Understands, Too
GPT Understands, Too arXiv 2021
2023년 9월 11일
5.P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks, ACL 2022
2023년 9월 15일
6.LoRA: Low-Rank Adaptation of Large Language Models
LoRA: Low-Rank Adaptation of Large Language Models, ICLR 2022
2023년 1월 26일
7.Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning, NeurIPS 2022
2023년 5월 12일