Search Results for author: Michael Twiton

Found 2 papers, 2 papers with code

Linear Adversarial Concept Erasure

2 code implementations28 Jan 2022 Shauli Ravfogel, Michael Twiton, Yoav Goldberg, Ryan Cotterell

Modern neural models trained on textual data rely on pre-trained representations that emerge without direct supervision.

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection

2 code implementations ACL 2020 Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, Yoav Goldberg

The ability to control for the kinds of information encoded in neural representation has a variety of use cases, especially in light of the challenge of interpreting these models.

Fairness Multi-class Classification +1

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