Poster "hidden markov models" Papers

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Constrained Belief Updates Explain Geometric Structures in Transformer Representations

Mateusz Piotrowski, Paul Riechers, Daniel Filan et al.

ICML 2025arXiv:2502.01954
6
citations

Mechanistic Interpretability of RNNs emulating Hidden Markov Models

Elia Torre, Michele Viscione, Lucas Pompe et al.

NEURIPS 2025arXiv:2510.25674

Pre-trained Large Language Models Learn to Predict Hidden Markov Models In-context

Yijia Dai, Zhaolin Gao, Yahya Sattar et al.

NEURIPS 2025