306 citations · 742 across the 41 of their papers we have counts for
5 papers · 1 filter
A Survey on Backdoor Attack and Defense in Natural Language Processing
Xuan Sheng, Zhaoyang Han, Piji Li +1
Deep learning is becoming increasingly popular in real-life applications, especially in natural language processing (NLP). Users often choose training outsourcing or adopt third-pa…
uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers
Piji Li
The task of Chinese Spelling Check (CSC) is aiming to detect and correct spelling errors that can be found in the text. While manually annotating a high-quality dataset is expensiv…
PromptAttack: Prompt-based Attack for Language Models via Gradient Search
Yundi Shi, Piji Li, Changchun Yin +3
As the pre-trained language models (PLMs) continue to grow, so do the hardware and data requirements for fine-tuning PLMs. Therefore, the researchers have come up with a lighter me…
Effidit: Your AI Writing Assistant
Shuming Shi, Enbo Zhao, Duyu Tang +10
In this technical report, we introduce Effidit (Efficient and Intelligent Editing), a digital writing assistant that facilitates users to write higher-quality text more efficiently…
Parameter-Efficient Tuning by Manipulating Hidden States of Pretrained Language Models For Classification Tasks
Haoran Yang, Piji Li, Wai Lam
Parameter-efficient tuning aims to distill knowledge for downstream tasks by optimizing a few introduced parameters while freezing the pretrained language models (PLMs). Continuous…