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

12 December 2023

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

7 / 7 papers shown

Title
Advancing Multimodal In-Context Learning in Large Vision-Language Models with Task-aware Demonstrations Yanshu Li 44 0 0 05 Mar 2025
Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing Hao Yue Shaopeng Lai Chengyi Yang Liang Zhang Junfeng Yao Jinsong Su 41 1 0 24 Jun 2024
Improving In-Context Learning with Prediction Feedback for Sentiment Analysis Hongling Xu Qianlong Wang Yice Zhang Min Yang Xi Zeng Bing Qin Ruifeng Xu 21 3 0 05 Jun 2024
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 Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 131 622 0 26 Apr 2023
Instruction Induction: From Few Examples to Natural Language Task Descriptions Or Honovich Uri Shaham Samuel R. Bowman Omer Levy ELM LRM 120 136 0 22 May 2022
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021