The Mystery of In-Context Learning: A Comprehensive Survey on
Interpretation and Analysis

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The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis

1 November 2023

Jiazheng Li

Yulan He

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Papers citing "The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis"

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Title
PictSure: Pretraining Embeddings Matters for In-Context Learning Image Classifiers Lukas Schiesser Cornelius Wolff Sophie Haas Simon Pukrop VLM 24 0 0 16 Jun 2025
Brewing Knowledge in Context: Distillation Perspectives on In-Context Learning Chengye Li Haiyun Liu Yuanxi Li 43 0 0 13 Jun 2025
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Ziyi Wang Jun Wang Chi Ma Huiling Zhen Mingxuan Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu LRM 353 0 0 05 May 2025
Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS Jinyang Wu Mingkuan Feng Shuai Zhang Feihu Che Zengqi Wen J. Tao Jianhua Tao LRM ReLM 233 19 0 27 Nov 2024
Cascading Large Language Models for Salient Event Graph Generation Xingwei Tan Yuxiang Zhou Gabriele Pergola Yulan He 137 2 0 26 Jun 2024