The king is naked: On the notion of robustness for natural language processing
There is growing evidence that the classical notion of adversarial robustness originally introduced for images has been adopted as a de facto standard by a large part of the NLP research community. We show that this notion is problematic in the context of NLP as it considers a narrow spectrum of lin...
Main Authors: | La Malfa, E, Kwiatkowska, M |
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Format: | Conference item |
Language: | English |
Published: |
Association for the Advancement of Artificial Intelligence
2022
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