How Does In-Context Learning Help Prompt Tuning?

How Does In-Context Learning Help Prompt Tuning?

22 February 2023

Yang Liu

Papers citing "How Does In-Context Learning Help Prompt Tuning?"

14 / 14 papers shown

Title
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment Feifan Song Bowen Yu Hao Lang Haiyang Yu Fei Huang Houfeng Wang Yongbin Li ALM 25 11 0 17 Mar 2024
ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-order Optimization Shuoran Jiang Qingcai Chen Youcheng Pan Yang Xiang Yukang Lin Xiangping Wu Chuanyi Liu Xiaobao Song ODL 20 9 0 23 Dec 2023
On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning Chengzu Li Han Zhou Goran Glavavs Anna Korhonen Ivan Vulić 11 5 0 21 Dec 2023
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting Fanghua Ye Meng Fang Shenghui Li Emine Yilmaz KELM 36 26 0 15 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao-quan Song Chiwun Yang 14 15 0 05 Oct 2023
In-Context Demonstration Selection with Cross Entropy Difference Dan Iter Reid Pryzant Ruochen Xu Shuohang Wang Yang Liu Yichong Xu Chenguang Zhu 18 9 0 24 May 2023
Simulating H.P. Lovecraft horror literature with the ChatGPT large language model E.C. Garrido-Merchán J. L. Arroyo-Barrigüete Roberto Gozalo-Brizuela 17 7 0 05 May 2023
Exploring Effective Factors for Improving Visual In-Context Learning Yanpeng Sun Qiang Chen Jian Wang Jingdong Wang Zechao Li LRM VLM 39 17 0 10 Apr 2023
AI-Generated Content (AIGC): A Survey Jiayang Wu Wensheng Gan Zefeng Chen Shicheng Wan Hong Lin 3DV 11 78 0 26 Mar 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Matthew Cer VLM LRM 131 276 0 15 Oct 2021
Meta-learning via Language Model In-context Tuning Yanda Chen Ruiqi Zhong Sheng Zha George Karypis He He 210 155 0 15 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 275 3,784 0 18 Apr 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,296 0 17 Jan 2021