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20222026
most citedFederated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions

27 citations · 56 across the 11 of their papers we have counts for

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Showing 2025 · cs.CLShow all

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cs.CL2025

BiSparse-AAS: Bilinear Sparse Attention and Adaptive Spans Framework for Scalable and Efficient Text Summarization

Desta Haileselassie Hagos, Legand L. Burge, Anietie Andy +2

Transformer-based architectures have advanced text summarization, yet their quadratic complexity limits scalability on long documents. This paper introduces BiSparse-AAS (Bilinear…