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09/01/2023
NeuroSurgeon: A Toolkit for Subnetwork Analysis
Despite recent advances in the field of explainability, much remains unk...
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01/26/2023
Break It Down: Evidence for Structural Compositionality in Neural Networks
Many tasks can be described as compositions over subroutines. Though mod...
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11/24/2020
Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis
We present a new approach for detecting human-like social biases in word...
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11/24/2020
Picking BERT's Brain: Probing for Linguistic Dependencies in Contextualized Embeddings Using Representational Similarity Analysis
As the name implies, contextualized representations of language are typi...
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04/30/2020
Representations of Syntax [MASK] Useful: Effects of Constituency and Dependency Structure in Recursive LSTMs
Sequence-based neural networks show significant sensitivity to syntactic...
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03/27/2020