ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models

Rutuja Taware, Shraddha Varat, Gaurav Salunke, Chaitanya Gawande, Geetanjali Kale, Rahul Khengare, Raviraj Joshi. ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models. In Giuseppe Nicosia, Varun Ojha 0001, Emanuele La Malfa, Gabriele La Malfa, Giorgio Jansen, Panos M. Pardalos, Giovanni Giuffrida, Renato Umeton, editors, Machine Learning, Optimization, and Data Science - 7th International Conference, LOD 2021, Grasmere, UK, October 4-8, 2021, Revised Selected Papers, Part I. Volume 13163 of Lecture Notes in Computer Science, pages 235-249, Springer, 2021. [doi]

Abstract

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