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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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Rectified Decision Trees: Exploring the Landscape of Interpretable and Effective Machine Learning

Aug 21, 2020
Yiming Li, Jiawang Bai, Jiawei Li, Xue Yang, Yong Jiang, Shu-Tao Xia

* 9 pages. The first two authors contribute equally to this work. arXiv admin note: text overlap with arXiv:1903.05965 

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Backdoor Learning: A Survey

Aug 21, 2020
Yiming Li, Baoyuan Wu, Yong Jiang, Zhifeng Li, Shu-Tao Xia

* 11 pages. A curated list of backdoor learning resources in this paper is presented in the Github Repo (https://github.com/THUYimingLi/backdoor-learning-resources). We will try our best to continuously maintain the repo 

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Neural Network-based Automatic Factor Construction

Aug 14, 2020
Jie Fang, Jianwu Lin, Shutao Xia, Yong Jiang, Zhikang Xia, Xiang Liu

* Accepted by the Journal, Quantitative Finance. 21 Pages 

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A Large-Scale Chinese Short-Text Conversation Dataset

Aug 10, 2020
Yida Wang, Pei Ke, Yinhe Zheng, Kaili Huang, Yong Jiang, Xiaoyan Zhu, Minlie Huang

* Accepted to NLPCC 2020 

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Stochastic Variance Reduction via Accelerated Dual Averaging for Finite-Sum Optimization

Jun 27, 2020
Chaobing Song, Yong Jiang, Yi Ma

* 22 pages, 12 figures 

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Enhanced Universal Dependency Parsing with Second-Order Inference and Mixture of Training Data

Jun 11, 2020
Xinyu Wang, Yong Jiang, Kewei Tu

* IWPT 2020 shared task. After fixing the bug, our proposed parser performs better than the team that ranked 1st in the official results 

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Structure-Level Knowledge Distillation For Multilingual Sequence Labeling

Apr 29, 2020
Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Fei Huang, Kewei Tu

* Accepted to ACL 2020, camera-ready. 14 pages 

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Rethinking the Trigger of Backdoor Attack

Apr 09, 2020
Yiming Li, Tongqing Zhai, Baoyuan Wu, Yong Jiang, Zhifeng Li, Shutao Xia

* 13 pages 

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Toward Adversarial Robustness via Semi-supervised Robust Training

Mar 16, 2020
Yiming Li, Baoyuan Wu, Yan Feng, Yanbo Fan, Yong Jiang, Zhifeng Li, Shutao Xia

* 15 pages 

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