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TransCT: Dual-path Transformer for Low Dose Computed Tomography


Mar 03, 2021
Zhicheng Zhang, Lequan Yu, Xiaokun Liang, Wei Zhao, Lei Xing


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A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning


Feb 07, 2021
Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen

* To appear in Medical Image Analysis 

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A Two-Stage Wavelet Decomposition Method for Instantaneous Power Quality Indices Estimation Considering Interharmonics and Transient Disturbances


Jan 10, 2021
Yiqing Yu, Wei Zhao, Shisong Li, Songling Huang

* 13 pages, 8 figures, accepted for publication in IEEE Trans. Instrum. Meas 

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Regularized Attentive Capsule Network for Overlapped Relation Extraction


Dec 18, 2020
Tianyi Liu, Xiangyu Lin, Weijia Jia, Mingliang Zhou, Wei Zhao

* 11 pages, 7 figures 

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SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification


Dec 10, 2020
Haozhen Zhang, Wei Zhao, Shuang Liu

* The proposed method is of technical significance, and the setup experiments are comprehensivee and the evaluation results show the feasibility of the methods 

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Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction


Oct 17, 2020
Pengshuai Li, Xinsong Zhang, Weijia Jia, Wei Zhao

* accepted to appear at Findings of EMNLP 2020 

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Ape210K: A Large-Scale and Template-Rich Dataset of Math Word Problems


Oct 09, 2020
Wei Zhao, Mingyue Shang, Yang Liu, Liang Wang, Jingming Liu

* We decide to withdraw this paper, since the proposed Ape210K dataset is not going public, the experiments in this paper is meaningless and irreproducible without access to the dataset. Please contact [email protected] if you have any questions 

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SHAP values for Explaining CNN-based Text Classification Models


Aug 26, 2020
Wei Zhao, Tarun Joshi, Vijayan N. Nair, Agus Sudjianto

* 17 pages, 5 figures 

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Inducing Language-Agnostic Multilingual Representations


Aug 20, 2020
Wei Zhao, Steffen Eger, Johannes Bjerva, Isabelle Augenstein


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Sapphire: Automatic Configuration Recommendation for Distributed Storage Systems


Jul 07, 2020
Wenhao Lyu, Youyou Lu, Jiwu Shu, Wei Zhao


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Interpretable and Efficient Heterogeneous Graph Convolutional Network


Jun 23, 2020
Yaming Yang, Ziyu Guan, Jianxin Li, Wei Zhao, Jiangtao Cui, Quan Wang

* This paper has been submitted to IEEE TKDE 

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Synergistic Learning of Lung Lobe Segmentation and Hierarchical Multi-Instance Classification for Automated Severity Assessment of COVID-19 in CT Images


May 24, 2020
Kelei He, Wei Zhao, Xingzhi Xie, Wen Ji, Mingxia Liu, Zhenyu Tang, Feng Shi, Yang Gao, Jun Liu, Junfeng Zhang, Dinggang Shen


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On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation


May 08, 2020
Wei Zhao, Goran Glavaš, Maxime Peyrard, Yang Gao, Robert West, Steffen Eger

* ACL2020 Camera Ready (v2: several small fixes, e.g., Unicode errors) 

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SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization


May 07, 2020
Yang Gao, Wei Zhao, Steffen Eger

* ACL 2020 

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COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution


Apr 26, 2020
Qingsen Yan, Bo Wang, Dong Gong, Chuan Luo, Wei Zhao, Jianhu Shen, Qinfeng Shi, Shuo Jin, Liang Zhang, Zheng You


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Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using Quantitative Features from Chest CT Images


Mar 26, 2020
Zhenyu Tang, Wei Zhao, Xingzhi Xie, Zheng Zhong, Feng Shi, Jun Liu, Dinggang Shen


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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance


Sep 26, 2019
Wei Zhao, Maxime Peyrard, Fei Liu, Yang Gao, Christian M. Meyer, Steffen Eger

* EMNLP19 Camera-Ready 

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Denoising based Sequence-to-Sequence Pre-training for Text Generation


Aug 22, 2019
Liang Wang, Wei Zhao, Ruoyu Jia, Sujian Li, Jingming Liu

* Accepted to EMNLP 2019 

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Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications


Jun 06, 2019
Wei Zhao, Haiyun Peng, Steffen Eger, Erik Cambria, Min Yang

* 11 pages, ACL19 Camera Ready 

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Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data


Mar 01, 2019
Wei Zhao, Liang Wang, Kewei Shen, Ruoyu Jia, Jingming Liu

* Accepted by NAACL 2019 

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Vector and Line Quantization for Billion-scale Similarity Search on GPUs


Jan 02, 2019
Wei Chen, Jincai Chen, Fuhao Zou, Yuan-Fang Li, Ping Lu, Qiang Wang, Wei Zhao


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Investigating Capsule Networks with Dynamic Routing for Text Classification


Sep 03, 2018
Wei Zhao, Jianbo Ye, Min Yang, Zeyang Lei, Suofei Zhang, Zhou Zhao

* 12 pages 

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Fast Dynamic Routing Based on Weighted Kernel Density Estimation


Sep 01, 2018
Suofei Zhang, Wei Zhao, Xiaofu Wu, Quan Zhou

* 16 pages, 4 figures, submitted to eccv 2018 

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Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension


Aug 20, 2018
Liang Wang, Sujian Li, Wei Zhao, Kewei Shen, Meng Sun, Ruoyu Jia, Jingming Liu

* 11 pages, 2 figures, 5 tables, Accepted to COLING 2018 

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