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In-Context Learning Dynamics with Random Binary Sequences

International Conference on Learning Representations (ICLR), 2023

26 October 2023

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Papers citing "In-Context Learning Dynamics with Random Binary Sequences"

9 / 9 papers shown

Are language models aware of the road not taken? Token-level uncertainty and hidden state dynamics

362

06 Nov 2025

Belief Dynamics Reveal the Dual Nature of In-Context Learning and Activation Steering

238

01 Nov 2025

Mockingbird: How does LLM perform in general machine learning tasks?

165

06 Aug 2025

Multi-Layer Attention is the Amplifier of Demonstration Effectiveness

197

01 Aug 2025

LLM Probability Concentration: How Alignment Shrinks the Generative Horizon

Chenghao Yang

Ari Holtzman

324

22 Jun 2025

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

706

21 Apr 2025

ICLR: In-Context Learning of RepresentationsInternational Conference on Learning Representations (ICLR), 2024

646

29 Dec 2024

In-context learning agents are asymmetric belief updaters

299

06 Feb 2024

The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP), 2023

Jiazheng Li

Yulan He

377

01 Nov 2023