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NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset


Oct 14, 2021
Qiyuan Zhang, Lei Wang, Sicheng Yu, Shuohang Wang, Yang Wang, Jing Jiang, Ee-Peng Lim

* Findings of EMNLP 2021. Code will be released at: https://github.com/Don-Joey/NoahQA 

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Digital Twins based Day-ahead Integrated Energy System Scheduling under Load and Renewable Energy Uncertainties


Sep 29, 2021
Minglei You, Qian Wang, Hongjian Sun, Ivan Castro, Jing Jiang

* Applied Energy, 2022, vol 305, 117899 
* 28 pages, 8 figures, journal paper accepted by Applied Energy 

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Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision


Sep 19, 2021
Yang Li, Guodong Long, Tao Shen, Jing Jiang

* 10 pages 

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Sequential Diagnosis Prediction with Transformer and Ontological Representation


Sep 07, 2021
Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang

* 10 pages, 5 figures, Accepted by IEEE ICDM 2021. arXiv admin note: text overlap with arXiv:2107.09288 

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Federated Learning for Privacy-Preserving Open Innovation Future on Digital Health


Aug 24, 2021
Guodong Long, Tao Shen, Yue Tan, Leah Gerrard, Allison Clarke, Jing Jiang


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Federated Learning for Open Banking


Aug 24, 2021
Guodong Long, Yue Tan, Jing Jiang, Chengqi Zhang


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Multi-Center Federated Learning


Aug 21, 2021
Ming Xie, Guodong Long, Tao Shen, Tianyi Zhou, Xianzhi Wang, Jing Jiang, Chengqi Zhang

* It should be a replacement of an existing paper in the link. arXiv:2005.01026 

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Complex Knowledge Base Question Answering: A Survey


Aug 15, 2021
Yunshi Lan, Gaole He, Jinhao Jiang, Jing Jiang, Wayne Xin Zhao, Ji-Rong Wen

* 20 pages, 4 tables, 7 figures 

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Disentangling Hate in Online Memes


Aug 09, 2021
Rui Cao, Ziqing Fan, Roy Ka-Wei Lee, Wen-Haw Chong, Jing Jiang

* Paper accepted in ACM Multimedia 2021 

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Beyond Low-pass Filtering: Graph Convolutional Networks with Automatic Filtering


Jul 10, 2021
Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang

* 11 pages 

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Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation


Jun 09, 2021
Cunxiao Du, Zhaopeng Tu, Jing Jiang

* ICML 2021 (Oral), Code at https://github.com/tencent-ailab/ICML21_OAXE 

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A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions


May 25, 2021
Yunshi Lan, Gaole He, Jinhao Jiang, Jing Jiang, Wayne Xin Zhao, Ji-Rong Wen

* Accepted by IJCAI 2021 Survey Track 

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Investigating Math Word Problems using Pretrained Multilingual Language Models


May 19, 2021
Minghuan Tan, Lei Wang, Lingxiao Jiang, Jing Jiang


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FedProto: Federated Prototype Learning over Heterogeneous Devices


May 01, 2021
Yue Tan, Guodong Long, Lu Liu, Tianyi Zhou, Jing Jiang


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A Low-Complexity ADMM-based Massive MIMO Detectors via Deep Neural Networks


Feb 27, 2021
Isayiyas Nigatu Tiba, Quan Zhang, Jing Jiang, Yongchao Wang


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Isometric Propagation Network for Generalized Zero-shot Learning


Feb 03, 2021
Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Xuanyi Dong, Chengqi Zhang

* Accepted by ICLR 2021 

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PICA: A Pixel Correlation-based Attentional Black-box Adversarial Attack


Jan 19, 2021
Jie Wang, Zhaoxia Yin, Jin Tang, Jing Jiang, Bin Luo


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Attention-Guided Black-box Adversarial Attacks with Large-Scale Multiobjective Evolutionary Optimization


Jan 19, 2021
Jie Wang, Zhaoxia Yin, Jing Jiang, Yang Du


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Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals


Jan 11, 2021
Gaole He, Yunshi Lan, Jing Jiang, Wayne Xin Zhao, Ji-Rong Wen

* WSDM 2021 camer-ready version. 9 pages 

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SemiNLL: A Framework of Noisy-Label Learning by Semi-Supervised Learning


Dec 02, 2020
Zhuowei Wang, Jing Jiang, Bo Han, Lei Feng, Bo An, Gang Niu, Guodong Long


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Confusable Learning for Large-class Few-Shot Classification


Nov 06, 2020
Bingcong Li, Bo Han, Zhuowei Wang, Jing Jiang, Guodong Long


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A BERT-based Dual Embedding Model for Chinese Idiom Prediction


Nov 04, 2020
Minghuan Tan, Jing Jiang

* COLING 2020 

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Cooperative Heterogeneous Deep Reinforcement Learning


Nov 02, 2020
Han Zheng, Pengfei Wei, Jing Jiang, Guodong Long, Qinghua Lu, Chengqi Zhang


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MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler


Oct 17, 2020
Zhining Liu, Pengfei Wei, Jing Jiang, Wei Cao, Jiang Bian, Yi Chang

* Accepted by NeurIPS 2020 

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Counterfactual Variable Control for Robust and Interpretable Question Answering


Oct 12, 2020
Sicheng Yu, Yulei Niu, Shuohang Wang, Jing Jiang, Qianru Sun


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RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion


Oct 10, 2020
Hao Huang, Guodong Long, Tao Shen, Jing Jiang, Chengqi Zhang

* Accepted to appear at COLING 2020 

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Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention


Oct 08, 2020
Yang Li, Tao Shen, Guodong Long, Jing Jiang, Tianyi Zhou, Chengqi Zhang

* Accepted to appear at COLING 2020 

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Cross-Thought for Sentence Encoder Pre-training


Oct 07, 2020
Shuohang Wang, Yuwei Fang, Siqi Sun, Zhe Gan, Yu Cheng, Jing Jiang, Jingjing Liu

* Accepted by EMNLP 2020 

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