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Xuan Ouyang

UNSW

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#natural language process... Jun 2026

Test-Time Training with Next-Token Prediction

Test-Time Training with Next-Token Prediction (TTT-NTP), a drop-in fast-weight adaptation method for pretrained LLMs that instead supervises updates using the model's own next contextual hidden state, while preserving commonsense and knowledge performance.

Xuan Ouyang, Zefan Cai, Junjie Hu · arXiv.org · 0 citations