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Searching for Optimal Subword Tokenization in Cross-domain NER


Jun 07, 2022
Ruotian Ma , Yiding Tan , Xin Zhou , Xuanting Chen , Di Liang , Sirui Wang , Wei Wu , Tao Gui , Qi Zhang

* IJCAI 2022 

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Rebuild and Ensemble: Exploring Defense Against Text Adversaries


Mar 27, 2022
Linyang Li , Demin Song , Jiehang Zeng , Ruotian Ma , Xipeng Qiu

* work in progress 

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Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models


Oct 14, 2021
Xin Zhou , Ruotian Ma , Tao Gui , Yiding Tan , Qi Zhang , Xuanjing Huang

* Work in Progress 

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KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier


Oct 06, 2021
Linyang Li , Demin Song , Ruotian Ma , Xipeng Qiu , Xuanjing Huang

* preprint 

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Template-free Prompt Tuning for Few-shot NER


Sep 28, 2021
Ruotian Ma , Xin Zhou , Tao Gui , Yiding Tan , Qi Zhang , Xuanjing Huang

* Work in Progress 

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Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning


Aug 31, 2021
Linyang Li , Demin Song , Xiaonan Li , Jiehang Zeng , Ruotian Ma , Xipeng Qiu

* Accepted by EMNLP2021 main conference 

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SENT: Sentence-level Distant Relation Extraction via Negative Training


Jun 22, 2021
Ruotian Ma , Tao Gui , Linyang Li , Qi Zhang , Yaqian Zhou , Xuanjing Huang

* Accepted by ACL 2021 

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TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing


Apr 06, 2021
Tao Gui , Xiao Wang , Qi Zhang , Qin Liu , Yicheng Zou , Xin Zhou , Rui Zheng , Chong Zhang , Qinzhuo Wu , Jiacheng Ye , Zexiong Pang , Yongxin Zhang , Zhengyan Li , Ruotian Ma , Zichu Fei , Ruijian Cai , Jun Zhao , Xinwu Hu , Zhiheng Yan , Yiding Tan , Yuan Hu , Qiyuan Bian , Zhihua Liu , Bolin Zhu , Shan Qin , Xiaoyu Xing , Jinlan Fu , Yue Zhang , Minlong Peng , Xiaoqing Zheng , Yaqian Zhou , Zhongyu Wei , Xipeng Qiu , Xuanjing Huang


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BERT-ATTACK: Adversarial Attack Against BERT Using BERT


Apr 21, 2020
Linyang Li , Ruotian Ma , Qipeng Guo , Xiangyang Xue , Xipeng Qiu

* 8 pages, 2 figures, 

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