In-Context Learning Demonstration Selection via Influence Analysis

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In-Context Learning Demonstration Selection via Influence Analysis

19 February 2024

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Papers citing "In-Context Learning Demonstration Selection via Influence Analysis"

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Title
Foundation of Intelligence: Review of Math Word Problems from Human Cognition Perspective Zhenya Huang Jiayu Liu Xin Lin Zhiyuan Ma Shangzi Xue Tong Xiao Qi Liu Yee Whye Teh Enhong Chen AIMat LRM 310 0 0 24 Oct 2025
KITE: Kernelized and Information Theoretic Exemplars for In-Context Learning Vaibhav Singh Soumya Suvra Ghosal Kapu Nirmal Joshua Soumyabrata Pal Sayak Ray Chowdhury 104 0 0 19 Sep 2025
Mockingbird: How does LLM perform in general machine learning tasks? Haoyu Jia Yoshiki Obinata Kento Kawaharazuka Kei Okada LLMAG LRM 64 0 0 06 Aug 2025
DICE: Dynamic In-Context Example Selection in LLM Agents via Efficient Knowledge Transfer Ruoyu Wang Junda Wu Yu Xia Tong Yu Ryan Rossi Julian McAuley Lina Yao 189 1 0 31 Jul 2025
TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration Yanshu Li Tian Yun Tian Yun Pinyuan Feng Jinfa Huang Ruixiang Tang 374 22 0 21 May 2025
In-Context Learning with Iterative Demonstration SelectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Chengwei Qin Aston Zhang Chong Chen Anirudh Dagar Wenming Ye LRM 418 73 0 31 Dec 2024
What Neural Networks Memorize and Why: Discovering the Long Tail via Influence EstimationNeural Information Processing Systems (NeurIPS), 2020 Vitaly Feldman Chiyuan Zhang TDI 510 558 0 09 Aug 2020