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CINS: Comprehensive Instruction for Few-shot Learning in Task-orientedDialog Systems


Sep 10, 2021
Fei Mi, Yitong Li, Yasheng Wang, Xin Jiang, Qun Liu


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SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code Representation


Sep 09, 2021
Xin Wang, Yasheng Wang, Fei Mi, Pingyi Zhou, Yao Wan, Xiao Liu, Li Li, Hao Wu, Jin Liu, Xin Jiang

* 9 pages, 3 figures, 5 tables 

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CLSEBERT: Contrastive Learning for Syntax Enhanced Code Pre-Trained Model


Aug 23, 2021
Xin Wang, Yasheng Wang, Pingyi Zhou, Fei Mi, Meng Xiao, Yadao Wang, Li Li, Xiao Liu, Hao Wu, Jin Liu, Xin Jiang

* 9 pages, 3 figures, 5 tables 

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Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger


Jun 03, 2021
Fanchao Qi, Mukai Li, Yangyi Chen, Zhengyan Zhang, Zhiyuan Liu, Yasheng Wang, Maosong Sun

* Accepted by ACL-IJCNLP 2021 as a long paper. Camera-ready version 

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Red Alarm for Pre-trained Models: Universal Vulnerabilities by Neuron-Level Backdoor Attacks


Jan 19, 2021
Zhengyan Zhang, Guangxuan Xiao, Yongwei Li, Tian Lv, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Xin Jiang, Maosong Sun


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Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning


Dec 31, 2020
Chenglei Si, Zhengyan Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

* 9 pages 

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Unified Mandarin TTS Front-end Based on Distilled BERT Model


Dec 31, 2020
Yang Zhang, Liqun Deng, Yasheng Wang

* 5 pages 

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Multi-channel Reverse Dictionary Model


Dec 19, 2019
Lei Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

* Accepted by AAAI Conference on Artificial Intelligence 2020 

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Enhancing Recurrent Neural Networks with Sememes


Oct 20, 2019
Yujia Qin, Fanchao Qi, Sicong Ouyang, Zhiyuan Liu, Cheng Yang, Yasheng Wang, Qun Liu, Maosong Sun

* 8 pages, 2 figures 

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NEZHA: Neural Contextualized Representation for Chinese Language Understanding


Sep 05, 2019
Junqiu Wei, Xiaozhe Ren, Xiaoguang Li, Wenyong Huang, Yi Liao, Yasheng Wang, Jiashu Lin, Xin Jiang, Xiao Chen, Qun Liu


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GPT-based Generation for Classical Chinese Poetry


Jul 12, 2019
Yi Liao, Yasheng Wang, Qun Liu, Xin Jiang


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