parameter-efficient-transformers

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eldor-fozilov / ringformer

A recurrent Transformer model that reduces transformer parameters by using a single layer in a circular manner, enhanced by adaptive level signals from low-rank matrices. (Findings of the Association for Computational Linguistics: EMNLP 2025)

recurrent-models parameter-efficient-transformers

Updated Dec 7, 2025
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