Search Results for author: Jingfen Zhang

Found 2 papers, 1 papers with code

Multi-teacher Distillation for Multilingual Spelling Correction

no code implementations20 Nov 2023 Jingfen Zhang, Xuan Guo, Sravan Bodapati, Christopher Potts

Accurate spelling correction is a critical step in modern search interfaces, especially in an era of mobile devices and speech-to-text interfaces.

Multilingual NLP Spelling Correction

Bilateral Dependency Optimization: Defending Against Model-inversion Attacks

2 code implementations11 Jun 2022 Xiong Peng, Feng Liu, Jingfen Zhang, Long Lan, Junjie Ye, Tongliang Liu, Bo Han

To defend against MI attacks, previous work utilizes a unilateral dependency optimization strategy, i. e., minimizing the dependency between inputs (i. e., features) and outputs (i. e., labels) during training the classifier.

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