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Repairing Adversarial Texts through Perturbation


Dec 29, 2021
Guoliang Dong, Jingyi Wang, Jun Sun, Sudipta Chattopadhyay, Xinyu Wang, Ting Dai, Jie Shi, Jin Song Dong


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SPTS: Single-Point Text Spotting


Dec 15, 2021
Dezhi Peng, Xinyu Wang, Yuliang Liu, Jiaxin Zhang, Mingxin Huang, Songxuan Lai, Shenggao Zhu, Jing Li, Dahua Lin, Chunhua Shen, Lianwen Jin


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ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition


Dec 13, 2021
Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu

* 10 pages 

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Fairness Testing of Deep Image Classification with Adequacy Metrics


Dec 01, 2021
Peixin Zhang, Jingyi Wang, Jun Sun, Xinyu Wang


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Learning Dynamic Preference Structure Embedding From Temporal Networks


Nov 23, 2021
Tongya Zheng, Zunlei Feng, Yu Wang, Chengchao Shen, Mingli Song, Xingen Wang, Xinyu Wang, Chun Chen, Hao Xu

* 9 pages, 5 figures, Accepted by ICBK 2021 

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A-PixelHop: A Green, Robust and Explainable Fake-Image Detector


Nov 07, 2021
Yao Zhu, Xinyu Wang, Hong-Shuo Chen, Ronald Salloum, C. -C. Jay Kuo


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Dependency Induction Through the Lens of Visual Perception


Sep 20, 2021
Ruisi Su, Shruti Rijhwani, Hao Zhu, Junxian He, Xinyu Wang, Yonatan Bisk, Graham Neubig

* Accepted to CoNLL 2021 

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Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling


Jul 29, 2021
Peixin Zhang, Jingyi Wang, Jun Sun, Xinyu Wang, Guoliang Dong, Xingen Wang, Ting Dai, Jin Song Dong


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ICDAR 2021 Competition on Integrated Circuit Text Spotting and Aesthetic Assessment


Jul 12, 2021
Chun Chet Ng, Akmalul Khairi Bin Nazaruddin, Yeong Khang Lee, Xinyu Wang, Yuliang Liu, Chee Seng Chan, Lianwen Jin, Yipeng Sun, Lixin Fan

* International Conference on Document Analysis and Recognition (ICDAR) 2021 
* Technical report of ICDAR 2021 Competition on Integrated Circuit Text Spotting and Aesthetic Assessment 

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Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings


Jul 06, 2021
Xinyu Wang, Zixia Jia, Yong Jiang, Kewei Tu

* Second Place in IWPT 2021 shared task, 7 pages 

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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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Real-time tracking of COVID-19 and coronavirus research updates through text mining


Feb 09, 2021
Yutong Jin, Jie Li, Xinyu Wang, Peiyao Li, Jinjiang Guo, Junfeng Wu, Dawei Leng, Lurong Pan


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Enhance Information Propagation for Graph Neural Network by Heterogeneous Aggregations


Feb 08, 2021
Dawei Leng, Jinjiang Guo, Lurong Pan, Jie Li, Xinyu Wang


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WHU-Hi: UAV-borne hyperspectral with high spatial resolution (H2) benchmark datasets for hyperspectral image classification


Dec 27, 2020
Xin Hu, Yanfei Zhong, Chang Luo, Xinyu Wang

* 4 pages, 1 figure 

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Towards Repairing Neural Networks Correctly


Dec 03, 2020
Guoliang Dong, Jun Sun, Jingyi Wang, Xinyu Wang, Ting Dai


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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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Second-Order Neural Dependency Parsing with Message Passing and End-to-End Training


Oct 10, 2020
Xinyu Wang, Kewei Tu

* Accepted to AACL 2020. 7 pages 

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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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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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ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing


Apr 08, 2020
Xinyu Wang, Yixian Liu, Zixia Jia, Chengyue Jiang, Kewei Tu

* Accepted to CoNLL 2019 Shared Task 

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