1 code implementation • 25 Sep 2021 • Swapnil Parekh, Yaman Singla Kumar, Somesh Singh, Changyou Chen, Balaji Krishnamurthy, Rajiv Ratn Shah
It is well known that natural language models are vulnerable to adversarial attacks, which are mostly input-specific in nature.
no code implementations • 24 Sep 2021 • Yaman Kumar Singla, Swapnil Parekh, Somesh Singh, Junyi Jessy Li, Rajiv Ratn Shah, Changyou Chen
This is in stark contrast to recent probing studies on pre-trained representation learning models, which show that rich linguistic features such as parts-of-speech and morphology are encoded by them.
no code implementations • SEMEVAL 2020 • Rajaswa Patil, Somesh Singh, Swati Agarwal
Propaganda spreads the ideology and beliefs of like-minded people, brainwashing their audiences, and sometimes leading to violence.