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Comparable Demonstrations are Important in In-Context Learning: A Novel
  Perspective on Demonstration Selection

Comparable Demonstrations are Important in In-Context Learning: A Novel Perspective on Demonstration Selection

12 December 2023
Caoyun Fan
Jidong Tian
Yitian Li
Hao He
Yaohui Jin
ArXivPDFHTML

Papers citing "Comparable Demonstrations are Important in In-Context Learning: A Novel Perspective on Demonstration Selection"

5 / 5 papers shown
Title
Advancing Multimodal In-Context Learning in Large Vision-Language Models with Task-aware Demonstrations
Advancing Multimodal In-Context Learning in Large Vision-Language Models with Task-aware Demonstrations
Yanshu Li
42
0
0
05 Mar 2025
Unlock the Potential of Counterfactually-Augmented Data in
  Out-Of-Distribution Generalization
Unlock the Potential of Counterfactually-Augmented Data in Out-Of-Distribution Generalization
Caoyun Fan
Wenqing Chen
Jidong Tian
Yitian Li
Hao He
Yaohui Jin
CML
15
4
0
10 Oct 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond
Jingfeng Yang
Hongye Jin
Ruixiang Tang
Xiaotian Han
Qizhang Feng
Haoming Jiang
Bing Yin
Xia Hu
LM&MA
123
593
0
26 Apr 2023
Instruction Induction: From Few Examples to Natural Language Task
  Descriptions
Instruction Induction: From Few Examples to Natural Language Task Descriptions
Or Honovich
Uri Shaham
Samuel R. Bowman
Omer Levy
ELM
LRM
107
133
0
22 May 2022
What Makes Good In-Context Examples for GPT-$3$?
What Makes Good In-Context Examples for GPT-333?
Jiachang Liu
Dinghan Shen
Yizhe Zhang
Bill Dolan
Lawrence Carin
Weizhu Chen
AAML
RALM
275
1,296
0
17 Jan 2021
1