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20162023
most citedTheoretical Limitations of Self-Attention in Neural Sequence Models

146 citations · 155 across the 7 of their papers we have counts for

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cs.CL2021

Sensitivity as a Complexity Measure for Sequence Classification Tasks

Michael Hahn, Dan Jurafsky, Richard Futrell

We introduce a theoretical framework for understanding and predicting the complexity of sequence classification tasks, using a novel extension of the theory of Boolean function sen…