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CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets


Apr 08, 2021
Jia Wang, Tong Sun, Benyuan Liu, Yu Cao, Hongwei Zhu

* 7 pages, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI-19) 

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Financial Markets Prediction with Deep Learning


Apr 05, 2021
Jia Wang, Tong Sun, Benyuan Liu, Yu Cao, Degang Wang

* 8 pages, 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA). IEEE, 2018 

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Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models


Mar 18, 2021
Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu

* Accepted by NAACL 2021 

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Open-Domain Question Answering with Pre-Constructed Question Spaces


Jun 02, 2020
Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han


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Cross-Domain Document Object Detection: Benchmark Suite and Method


Mar 30, 2020
Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios, Vlad I. Morariu, Varun Manjunatha, Tong Sun, Yun Fu

* To appear in CVPR 2020 

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Long-Term Memory Networks for Question Answering


Jul 06, 2017
Fenglong Ma, Radha Chitta, Saurabh Kataria, Jing Zhou, Palghat Ramesh, Tong Sun, Jing Gao


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Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks


Jun 19, 2017
Fenglong Ma, Radha Chitta, Jing Zhou, Quanzeng You, Tong Sun, Jing Gao


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