Partial Answer of How Transformers Learn Automata

May-13-2025–arXiv.org Artificial Intelligence

We introduce a novel framework for simulating finite automata using representation-theoretic semidirect products and Fourier modules, achieving more efficient Transformer-based implementations.

large language model, machine learning, natural language, (18 more...)

arXiv.org Artificial Intelligence

May-13-2025

arXiv.org PDF

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Genre:
- Research Report (0.64)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Neural Networks
    - Deep Learning (0.34)
  - Natural Language > Large Language Model (0.34)

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