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DeepMMSA: A Novel Multimodal Deep Learning Method for Non-small Cell Lung Cancer Survival Analysis


Jun 12, 2021
Yujiao Wu, Jie Ma, Xiaoshui Huang, Sai Ho Ling, Steven Weidong Su

* 7 Submitted to IEEE TBME 

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Structured Prediction as Translation between Augmented Natural Languages


Jan 28, 2021
Giovanni Paolini, Ben Athiwaratkun, Jason Krone, Jie Ma, Alessandro Achille, Rishita Anubhai, Cicero Nogueira dos Santos, Bing Xiang, Stefano Soatto


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XTQA: Span-Level Explanations of the Textbook Question Answering


Dec 17, 2020
Jie Ma, Jun Liu, Junjun Li, Qinghua Zheng, Qingyu Yin, Jianlong Zhou, Yi Huang

* 10 pages 

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To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging


Oct 27, 2020
Kasturi Bhattacharjee, Miguel Ballesteros, Rishita Anubhai, Smaranda Muresan, Jie Ma, Faisal Ladhak, Yaser Al-Onaizan

* Accepted in the Proceedings of 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020)(https://2020.emnlp.org/papers/main

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Resource-Enhanced Neural Model for Event Argument Extraction


Oct 06, 2020
Jie Ma, Shuai Wang, Rishita Anubhai, Miguel Ballesteros, Yaser Al-Onaizan

* Findings of EMNLP 2020 

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Stochastic Batch Augmentation with An Effective Distilled Dynamic Soft Label Regularizer


Jun 27, 2020
Qian Li, Qingyuan Hu, Yong Qi, Saiyu Qi, Jie Ma, Jian Zhang

* Accepted by IJCAI 2020. SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence) 

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Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events


Apr 08, 2020
Miguel Ballesteros, Rishita Anubhai, Shuai Wang, Nima Pourdamghani, Yogarshi Vyas, Jie Ma, Parminder Bhatia, Kathleen McKeown, Yaser Al-Onaizan


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Towards End-to-End Learning for Efficient Dialogue Agent by Modeling Looking-ahead Ability


Aug 15, 2019
Zhuoxuan Jiang, Xian-Ling Mao, Ziming Huang, Jie Ma, Shaochun Li

* To appear in Special Interest Group on Discourse and Dialogue (SIGDIAL) 2019 (ORAL) 

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Deep joint rain and haze removal from single images


Jan 21, 2018
Liang Shen, Zihan Yue, Quan Chen, Fan Feng, Jie Ma

* 6 pages 

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MSR-net:Low-light Image Enhancement Using Deep Convolutional Network


Nov 07, 2017
Liang Shen, Zihan Yue, Fan Feng, Quan Chen, Shihao Liu, Jie Ma

* 9pages 

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