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Hua Zhi

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Preprint Jul 2026

Self-Guided Test-Time Training for Long-Context LLMs

A simple method, Self-Guided TTT (S-TTT), which improves accuracy for both Qwen3-4B-Thinking-2507 and Llama-3.1-8B-Instruct, achieving up to a 15% relative improvement.

Xinyu Zhu, Zhenqin Xu, Xiaohan Wei et al. · 0 citations