Adobe Media and Data Science Research (MDSR) Laboratory
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Automatic Essay Scoring Systems are Both Overstable and Oversensitive: Explaining Why and Proposing Defenses
Deep-learning based Automatic Essay Scoring (AES) systems are being actively used in various high-stake applications in education and …
Yaman Kumar Singla
,
Swapnil Parekh
,
Somesh Singh
,
Junyi Jessy Li
,
Rajiv Ratn Shah
,
Changyou Chen
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Minimal: Mining Models for Universal Adversarial Triggers
It is well known that natural language models are vulnerable to adversarial attacks, which are mostly input-specific in nature. …
Yaman Kumar Singla
,
Swapnil Parekh
,
Somesh Singh
,
Changyou Chen
,
Balaji Krishnamurthy
,
Rajiv Ratn Shah
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