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Ranking-Enhanced Unsupervised Sentence Representation Learning


Sep 21, 2022
Yeon Seonwoo, Guoyin Wang, Changmin Seo, Sajal Choudhary, Jiwei Li, Xiang Li, Puyang Xu, Sunghyun Park, Alice Oh


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ShiftNAS: Towards Automatic Generation of Advanced Mulitplication-Less Neural Networks


Apr 07, 2022
Xiaoxuan Lou, Guowen Xu, Kangjie Chen, Guanlin Li, Jiwei Li, Tianwei Zhang


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$k$NN-NER: Named Entity Recognition with Nearest Neighbor Search


Mar 31, 2022
Shuhe Wang, Xiaoya Li, Yuxian Meng, Tianwei Zhang, Rongbin Ouyang, Jiwei Li, Guoyin Wang

* preprint 

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Clean-Annotation Backdoor Attack against Lane Detection Systems in the Wild


Mar 02, 2022
Xingshuo Han, Guowen Xu, Yuan Zhou, Xuehuan Yang, Jiwei Li, Tianwei Zhang


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Exploring and Adapting Chinese GPT to Pinyin Input Method


Mar 02, 2022
Minghuan Tan, Yong Dai, Duyu Tang, Zhangyin Feng, Guoping Huang, Jing Jiang, Jiwei Li, Shuming Shi

* To appear in ACL 2022 

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Faster Nearest Neighbor Machine Translation


Dec 15, 2021
Shuhe Wang, Jiwei Li, Yuxian Meng, Rongbin Ouyang, Guoyin Wang, Xiaoya Li, Tianwei Zhang, Shi Zong


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A General Framework for Defending Against Backdoor Attacks via Influence Graph


Nov 29, 2021
Xiaofei Sun, Jiwei Li, Xiaoya Li, Ziyao Wang, Tianwei Zhang, Han Qiu, Fei Wu, Chun Fan


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Triggerless Backdoor Attack for NLP Tasks with Clean Labels


Nov 15, 2021
Leilei Gan, Jiwei Li, Tianwei Zhang, Xiaoya Li, Yuxian Meng, Fei Wu, Shangwei Guo, Chun Fan

* 8 pages, 2 figures, 6 tables 

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Interpreting Deep Learning Models in Natural Language Processing: A Review


Oct 25, 2021
Xiaofei Sun, Diyi Yang, Xiaoya Li, Tianwei Zhang, Yuxian Meng, Han Qiu, Guoyin Wang, Eduard Hovy, Jiwei Li


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