Dynamic Demonstrations Controller for In-Context Learning

30 September 2023

Papers citing "Dynamic Demonstrations Controller for In-Context Learning"

7 / 7 papers shown

Title
Focused Large Language Models are Stable Many-Shot Learners Peiwen Yuan Shaoxiong Feng Yiwei Li Xinglin Wang Y. Zhang Chuyi Tan Boyuan Pan Heda Wang Yao Hu Kan Li 65 4 0 26 Aug 2024
Knowledge Tagging System on Math Questions via LLMs with Flexible Demonstration Retriever Hang Li Tianlong Xu Jiliang Tang Qingsong Wen 22 5 0 19 Jun 2024
The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation Lei Wang Ee-Peng Lim RALM 27 5 0 15 Mar 2024
Low-resource classification of mobility functioning information in clinical sentences using large language models Tuan-Dung Le Thanh Duong Thanh Thieu 38 0 0 15 Dec 2023
$k$ NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference Benfeng Xu Quan Wang Zhendong Mao Yajuan Lyu Qiaoqiao She Yongdong Zhang 104 52 0 24 Mar 2023
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 279 1,125 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 1,313 0 17 Jan 2021