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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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On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering

Feb 26, 2020
Xinyu Wang, Yuliang Liu, Chunhua Shen, Chun Chet Ng, Canjie Luo, Lianwen Jin, Chee Seng Chan, Anton van den Hengel, Liangwei Wang

* Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition 2020 

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Syndrome-aware Herb Recommendation with Multi-Graph Convolution Network

Feb 20, 2020
Yuanyuan Jin, Wei Zhang, Xiangnan He, Xinyu Wang, Xiaoling Wang

* Accepted by ICDE 2020 

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Exploring the Capacity of Sequential-free Box Discretization Network for Omnidirectional Scene Text Detection

Dec 20, 2019
Yuliang Liu, Tong He, Hao Chen, Xinyu Wang, Canjie Luo, Shuaitao Zhang, Chunhua Shen, Lianwen Jin


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There is Limited Correlation between Coverage and Robustness for Deep Neural Networks

Nov 14, 2019
Yizhen Dong, Peixin Zhang, Jingyi Wang, Shuang Liu, Jun Sun, Jianye Hao, Xinyu Wang, Li Wang, Jin Song Dong, Dai Ting


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Personality-Aware Probabilistic Map for Trajectory Prediction of Pedestrians

Nov 01, 2019
Chaochao Li, Pei Lv, Mingliang Xu, Xinyu Wang, Dinesh Manocha, Bing Zhou, Meng Wang


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Analyzing Recurrent Neural Network by Probabilistic Abstraction

Sep 22, 2019
Guoliang Dong, Jingyi Wang, Jun Sun, Yang Zhang, Xinyu Wang, Ting Dai, Jin Song Dong


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Sketch-Driven Regular Expression Generation from Natural Language and Examples

Aug 16, 2019
Xi Ye, Qiaochu Chen, Xinyu Wang, Isil Dillig, Greg Durrett


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Second-Order Semantic Dependency Parsing with End-to-End Neural Networks

Aug 12, 2019
Xinyu Wang, Jingxian Huang, Kewei Tu


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Adversarial Sample Detection for Deep Neural Network through Model Mutation Testing

Jan 18, 2019
Jingyi Wang, Guoliang Dong, Jun Sun, Xinyu Wang, Peixin Zhang

* Accepted by ICSE 2019 

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Detecting Adversarial Samples for Deep Neural Networks through Mutation Testing

May 17, 2018
Jingyi Wang, Jun Sun, Peixin Zhang, Xinyu Wang

* Sumitted to NIPS 2018 

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Event Representations for Automated Story Generation with Deep Neural Nets

Sep 12, 2017
Lara J. Martin, Prithviraj Ammanabrolu, Xinyu Wang, William Hancock, Shruti Singh, Brent Harrison, Mark O. Riedl

* Submitted to AAAI'18 

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Robust and Real-time Deep Tracking Via Multi-Scale Domain Adaptation

Jan 03, 2017
Xinyu Wang, Hanxi Li, Yi Li, Fumin Shen, Fatih Porikli

* 6 pages 

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