Robustness Gym: Unifying the NLP Evaluation Landscape

Despite impressive performance on standard benchmarks, deep neural networks are often brittle when deployed in real-world systems. Consequently, recent research has focused on testing the robustness of such models, resulting in a diverse set of evaluation methodologies ranging from adversarial attac...

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Hauptverfasser:	Goel, Karan, Rajani, Nazneen, Vig, Jesse, Tan, Samson, Wu, Jason, Zheng, Stephan, Xiong, Caiming, Bansal, Mohit, Ré, Christopher
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computation and Language Computer Science - Learning
Online-Zugang:	Volltext bestellen
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