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Towards Emotional Support Dialog Systems


Jun 02, 2021
Siyang Liu, Chujie Zheng, Orianna Demasi, Sahand Sabour, Yu Li, Zhou Yu, Yong Jiang, Minlie Huang

* Accepted to ACL 2021 (Long Paper) 

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Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning


Jun 02, 2021
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu

* Accepted to ACL 2021, 12 pages 

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Diversifying Dialog Generation via Adaptive Label Smoothing


May 30, 2021
Yida Wang, Yinhe Zheng, Yong Jiang, Minlie Huang

* ACL2021 Main Track (Long Paper), Code Available in https://github.com/lemon234071/AdaLabel 

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Backdoor Attack in the Physical World


Apr 24, 2021
Yiming Li, Tongqing Zhai, Yong Jiang, Zhifeng Li, Shu-Tao Xia

* This work was done when Yiming Li was an intern at Tencent AI Lab, supported by the Tencent Rhino-Bird Elite Training Program (2020). This is a 6-pages short version of our ongoing work, `Rethinking the Trigger of Backdoor Attack' (arXiv:2004.04692). It is accepted by the non-archival ICLR 2021 workshop on Robust and Reliable Machine Learning in the Real World. arXiv admin note: substantial text overlap with arXiv:2004.04692 

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Hidden Backdoor Attack against Semantic Segmentation Models


Apr 03, 2021
Yiming Li, Yanjie Li, Yalei Lv, Yong Jiang, Shu-Tao Xia

* This is a 6-pages short version of our ongoing work. It is accepted by the non-archival ICLR workshop on Security and Safety in Machine Learning Systems, 2021. The first two authors contributed equally to this work 

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A Comprehensive Survey on Knowledge Graph Entity Alignment via Representation Learning


Mar 28, 2021
Rui Zhang, Bayu Distiawan Trisedy, Miao Li, Yong Jiang, Jianzhong Qi


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Improving Adversarial Robustness via Channel-wise Activation Suppressing


Mar 11, 2021
Yang Bai, Yuyuan Zeng, Yong Jiang, Shu-Tao Xia, Xingjun Ma, Yisen Wang

* ICLR2021 accepted paper 

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Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search


Feb 09, 2021
Peidong Liu, Gengwei Zhang, Bochao Wang, Hang Xu, Xiaodan Liang, Yong Jiang, Zhenguo Li

* Accepted by ICLR2021 Poster 

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FenceBox: A Platform for Defeating Adversarial Examples with Data Augmentation Techniques


Dec 03, 2020
Han Qiu, Yi Zeng, Tianwei Zhang, Yong Jiang, Meikang Qiu

* 12 pages, 3 figures 

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An Investigation of Potential Function Designs for Neural CRF


Nov 11, 2020
Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu


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Neural Latent Dependency Model for Sequence Labeling


Nov 10, 2020
Yang Zhou, Yong Jiang, Zechuan Hu, Kewei Tu


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Reducing the Annotation Effort for Video Object Segmentation Datasets


Nov 02, 2020
Paul Voigtlaender, Lishu Luo, Chun Yuan, Yong Jiang, Bastian Leibe

* Accepted at WACV 2021 

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Second-Order Unsupervised Neural Dependency Parsing


Oct 28, 2020
Songlin Yang, Yong Jiang, Wenjuan Han, Kewei Tu

* COLING 2020 camera ready 

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Backdoor Attack against Speaker Verification


Oct 25, 2020
Tongqing Zhai, Yiming Li, Ziqi Zhang, Baoyuan Wu, Yong Jiang, Shu-Tao Xia

* The first two authors contributed equally to this work. 5 pages 

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Adversarial Attack and Defense of Structured Prediction Models


Oct 18, 2020
Wenjuan Han, Liwen Zhang, Yong Jiang, Kewei Tu

* Accepted to EMNLP 2020 

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Open-sourced Dataset Protection via Backdoor Watermarking


Oct 12, 2020
Yiming Li, Ziqi Zhang, Jiawang Bai, Baoyuan Wu, Yong Jiang, Shu-Tao Xia

* 6 pages 

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AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network


Oct 12, 2020
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu

* Accept to Main Conference of EMNLP 2020 (Short). Camera-ready, 8 Pages 

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Structural Knowledge Distillation


Oct 10, 2020
Xinyu Wang, Yong Jiang, Zhaohui Yan, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu

* Under review as a conference paper of ICLR 2021. 15 pages 

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Automated Concatenation of Embeddings for Structured Prediction


Oct 10, 2020
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu

* We propose ACE, which achieves new SOTA for 6 NLP tasks over 23 datasets. Under review as a conference paper at ICLR 2021. 19 pages 

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More Embeddings, Better Sequence Labelers?


Oct 10, 2020
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu

* Accepted to Findings of EMNLP 2020. Camera-ready, 16 pages 

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A Survey of Unsupervised Dependency Parsing


Oct 04, 2020
Wenjuan Han, Yong Jiang, Hwee Tou Ng, Kewei Tu

* COLING 2020 

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Improving Query Efficiency of Black-box Adversarial Attack


Sep 25, 2020
Yang Bai, Yuyuan Zeng, Yong Jiang, Yisen Wang, Shu-Tao Xia, Weiwei Guo

* Accepted to ECCV2020 

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Fast and Accurate Sequence Labeling with Approximate Inference Network


Sep 17, 2020
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu

* Accept to Main Conference of EMNLP 2020 (Short). 8 Pages 

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