13 citations · 39 across the 4 of their papers we have counts for
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Defending against Insertion-based Textual Backdoor Attacks via Attribution
Jiazhao Li, Zhuofeng Wu, Wei Ping +2
Textual backdoor attack, as a novel attack model, has been shown to be effective in adding a backdoor to the model during training. Defending against such backdoor attacks has beco…
IDPG: An Instance-Dependent Prompt Generation Method
Zhuofeng Wu, Sinong Wang, Jiatao Gu +4
Prompt tuning is a new, efficient NLP transfer learning paradigm that adds a task-specific prompt in each input instance during the model training stage. It freezes the pre-trained…
PharmMT: A Neural Machine Translation Approach to Simplify Prescription Directions
Jiazhao Li, Corey Lester, Xinyan Zhao +3
The language used by physicians and health professionals in prescription directions includes medical jargon and implicit directives and causes much confusion among patients. Human…
LIREx: Augmenting Language Inference with Relevant Explanation
Xinyan Zhao, V. G. Vinod Vydiswaran
Natural language explanations (NLEs) are a special form of data annotation in which annotators identify rationales (most significant text tokens) when assigning labels to data inst…