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11/10/2022
Understanding Text Classification Data and Models Using Aggregated Input Salience
Realizing when a model is right for a wrong reason is not trivial and re...
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11/14/2021
"Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification
Feature attribution a.k.a. input salience methods which assign an import...
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09/16/2021
Don't Search for a Search Method – Simple Heuristics Suffice for Adversarial Text Attacks
Recently more attention has been given to adversarial attacks on neural ...
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05/01/2020
We Need to Talk About Random Splits
Gorman and Bedrick (2019) recently argued for using random splits rather...
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02/24/2016
Ultradense Word Embeddings by Orthogonal Transformation
Embeddings are generic representations that are useful for many NLP task...
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02/13/2016