Somayeh Sojoudi

UC Berkeley

Berkeley AI Research (BAIR)

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Reasoning & Chain-of-Thought (1)Training Efficiency & Optimization (1)

Frequent co-authors

Yixiao Huang (1)Hanlin Zhu (1)Jiantao Jiao (1)Stuart Russell (1)

Papers (1)

May 27, 2026

BAIR4d ago·also Princeton

Transformers Provably Learn to Internalize Chain-of-Thought

Transformers can provably internalize chain-of-thought reasoning, matching the sample efficiency of explicit CoT while eliminating its inference overhead.

Yixiao Huang, Hanlin Zhu, Jiantao Jiao +3

Architecture Design (Transformers, SSMs, MoE)Reasoning & Chain-of-Thought Training Efficiency & Optimization

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Somayeh Sojoudi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)