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20232026
most citedCost-Effective Attention Mechanisms for Low Resource Settings: Necessity & Sufficiency of Linear Transformations

1 citations · 2 across the 4 of their papers we have counts for

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cs.CL2024★ 1 cited

Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly

Peyman Hosseini, Ignacio Castro, Iacopo Ghinassi +1

Large Language Models (LLMs) have demonstrated remarkable capabilities in comprehending and analyzing lengthy sequential inputs, owing to their extensive context windows that allow…

cs.CL2023

Lon-ea at SemEval-2023 Task 11: A Comparison of Activation Functions for Soft and Hard Label Prediction

Peyman Hosseini, Mehran Hosseini, Sana Sabah Al-Azzawi +3

We study the influence of different activation functions in the output layer of deep neural network models for soft and hard label prediction in the learning with disagreement task…