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Hua Xu

N3C Natural Language Processing

M-SENA: An Integrated Platform for Multimodal Sentiment Analysis



Huisheng Mao , Ziqi Yuan , Hua Xu , Wenmeng Yu , Yihe Liu , Kai Gao

* 11 pages, 4 figures, to be published in ACL 2022 System Demonstration Track 

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Towards Open Intent Detection



Hanlei Zhang , Hua Xu , Shaojie Zhao , Qianrui Zhou


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Consistent Representation Learning for Continual Relation Extraction



Kang Zhao , Hua Xu , Jiangong Yang , Kai Gao

* Accepted to Findings of ACL 2022 

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An Open Natural Language Processing Development Framework for EHR-based Clinical Research: A case demonstration using the National COVID Cohort Collaborative (N3C)



Sijia Liu , Andrew Wen , Liwei Wang , Huan He , Sunyang Fu , Robert Miller , Andrew Williams , Daniel Harris , Ramakanth Kavuluru , Mei Liu , Noor Abu-el-rub , Rui Zhang , John D. Osborne , Masoud Rouhizadeh , Yongqun He , Emily Pfaff , Christopher G. Chute , Tim Duong , Melissa A. Haendel , Rafael Fuentes , Peter Szolovits , Hua Xu , Hongfang Liu


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Simple Recurrent Neural Networks is all we need for clinical events predictions using EHR data



Laila Rasmy , Jie Zhu , Zhiheng Li , Xin Hao , Hong Thoai Tran , Yujia Zhou , Firat Tiryaki , Yang Xiang , Hua Xu , Degui Zhi

* This podium abstract was peer-reviewed and accepted in 2018, and presented at Medinfo-2019 in Leon France in August 2019 

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An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles



Greg M. Silverman , Raymond L. Finzel , Michael V. Heinz , Jake Vasilakes , Jacob C. Solinsky , Reed McEwan , Benjamin C. Knoll , Christopher J. Tignanelli , Hongfang Liu , Hua Xu , Xiaoqian Jiang , Genevieve B. Melton , Serguei VS Pakhomov


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RGB Image Classification with Quantum Convolutional Ansaetze



Yu Jing , Yang Yang , Chonghang Wu , Wenbing Fu , Wei Hu , Xiaogang Li , Hua Xu


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Discovering novel drug-supplement interactions using a dietary supplements knowledge graph generated from the biomedical literature



Dalton Schutte , Jake Vasilakes , Anu Bompelli , Yuqi Zhou , Marcelo Fiszman , Hua Xu , Halil Kilicoglu , Jeffrey R. Bishop , Terrence Adam , Rui Zhang

* 14 pages, 4 tables, 1 figure 

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Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis



Wenmeng Yu , Hua Xu , Ziqi Yuan , Jiele Wu

* Accepted by AAAI2021 

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Deep Open Intent Classification with Adaptive Decision Boundary



Hanlei Zhang , Hua Xu , Ting-En Lin

* Accepted by AAAI 2021 (Main Track, Long Paper) 

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