Circuit Complexity

task ID: circuitcomplexity

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Saturated Transformers are Constant-Depth Threshold Circuits

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractTransformers have become a standard neural network architecture for many NLP problems, motivating theoretical analysis of their power in terms of formal languages. Recent work has shown that transformers with …...

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