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arXiv 2609.35748 · cs.CL · 2026-09-28

Improving Test-Time Scaling with Adaptive Looped Transformers

Yichen You, Tianyu Fu, Aosong Feng, Xingtai Lv, Xuefei Ning, Ning Ding, Yu Wang

Tsinghua-NICS-EFC

In latest · #84 Added on 2026-10-21

One-line takeaway

Studies looped transformers under test-time scaling and proposes adaptive looping to beat baselines at matched compute.

研究循环 Transformer 在测试时扩展中的表现,并提出自适应循环以在同等算力下胜过基线。

62HF upvotes
102GitHub stars
1Citations (Semantic Scholar)
61.4Buzz score

Read on arXiv PDF Hugging Face discussion Code Project page

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Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

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