Interpretability Analysis of Arithmetic In-Context Learning in Large Language Models

Gregory Polyakov, Christian Hepting, Carsten Eickhoff, Seyed Ali Bahrainian. Interpretability Analysis of Arithmetic In-Context Learning in Large Language Models. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 1758-1777, Association for Computational Linguistics, 2025. [doi]

Abstract

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