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A chronological reading list on Looped Transformers

A list presents research on Looped Transformers in chronological order, including Universal Transformers, Relaxed Recursive Transformers, Mixture-of-Recursions, and DeepLoop.

The list provides a chronological sequence of readings on Looped Transformers. The works it names include Universal Transformers, Relaxed Recursive Transformers, Mixture-of-Recursions, and DeepLoop.

Use the chronology as a starting point: record each work’s title and date when available, and keep the list’s order to follow the reading sequence.

As you study each text, note how it addresses recurrent computation and parameter sharing in Transformer architectures. Keep observations about each approach separate from conclusions that still need to be checked against the paper itself.

Then compare your notes across the works and identify questions for further reading. If you use AI to summarize or analyze texts, avoid sending internal documents, personal data, or confidential material; follow your organization’s rules and share only authorized content.

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