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cs.CL2025
The End of Transformers? On Challenging Attention and the Rise of Sub-Quadratic Architectures
Alexander M. Fichtl, Jeremias Bohn, Josefin Kelber +2
Transformers have dominated sequence processing tasks for the past seven years -- most notably language modeling. However, the inherent quadratic complexity of their attention mech…
cs.CL2024
Simpler becomes Harder: Do LLMs Exhibit a Coherent Behavior on Simplified Corpora?
Miriam Anschütz, Edoardo Mosca, Georg Groh
Text simplification seeks to improve readability while retaining the original content and meaning. Our study investigates whether pre-trained classifiers also maintain such coheren…