How Few-Shot Examples Add Up: A Causal Decomposition of Function Vectors in In-Context Learning

Wang, Entang; Wang, Yiwei; Bakalova, Aleksandra; Hahn, Michael

by Entang Wang, Yiwei Wang, Aleksandra Bakalova, Michael Hahn

Reference:

How Few-Shot Examples Add Up: A Causal Decomposition of Function Vectors in In-Context LearningEntang Wang, Yiwei Wang, Aleksandra Bakalova, Michael HahnThe Forty-Third International Conference on Machine Learning (ICML), 2026.

Bibtex Entry:

@inproceedings{wang2026fewshot,
title={How Few-Shot Examples Add Up: A Causal Decomposition of Function Vectors in In-Context Learning},
author={Entang Wang and Yiwei Wang and Aleksandra Bakalova and Michael Hahn},
      year={2026},
      booktitle={The Forty-Third International Conference on Machine Learning (ICML)},
}