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Chronological readings on Looped Transformers

A reading list covers papers on Universal Transformers, Relaxed Recursive Transformers, Mixture-of-Recursions, and DeepLoop to compare recurrent computation and parameter sharing.

Published on July 28, 2026, the list arranges papers on Looped Transformers chronologically and includes Universal Transformers, Relaxed Recursive Transformers, Mixture-of-Recursions, and DeepLoop. Its stated scope is to help compare approaches to recurrent computation and parameter sharing in Transformer architectures.

To check the material, consult the original list and verify its ordering, titles, and paper references; use the cited publications to validate methods and results. If you use AI to study or apply the material, avoid submitting personal data or internal documents without authorization, and follow your organization’s data policy.

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