Jun Xu

63 papers A 1B 4Misc 15Journal 17Unranked 26
YearRankTypeTitle / Venue / Authors
2020 J jnl
A study of deep learning approaches for medication and adverse drug event extraction from clinical text.
J. Am. Medical Informatics Assoc.
Qiang Wei, Zongcheng Ji, Zhiheng Li, Jingcheng Du, Jingqi Wang, Jun Xu, Yang Xiang, Firat Tiryaki, Stephen Wu, Yaoyun Zhang, Cui Tao, Hua Xu
2019 J jnl
Applying a deep learning-based sequence labeling approach to detect attributes of medical concepts in clinical text.
BMC Medical Informatics Decis. Mak.
Jun Xu, Zhiheng Li, Qiang Wei, Yonghui Wu, Yang Xiang, Hee-Jin Lee, Yaoyun Zhang, Stephen Wu, Hua Xu
2019 — conf
Detect Attributes of Medical Concepts via Sequence Labeling.
ICHI
Jun Xu, Zhiheng Li, Qiang Wei, Yonghui Wu, Yang Xiang, Hee-Jin Lee, Yaoyun Zhang, Stephen Wu, Hua Xu
2019 J jnl
Integrating shortest dependency path and sentence sequence into a deep learning framework for relation extraction in clinical text.
BMC Medical Informatics Decis. Mak.
Zhiheng Li, Zhihao Yang, Chen Shen, Jun Xu, Yaoyun Zhang, Hua Xu
2019 J jnl
Time-sensitive clinical concept embeddings learned from large electronic health records.
BMC Medical Informatics Decis. Mak.
Yang Xiang, Jun Xu, Yuqi Si, Zhiheng Li, Laila Rasmy, Yujia Zhou, Firat Tiryaki, Fang Li, Yaoyun Zhang, Yonghui Wu, Xiaoqian Jiang, W. Jim Zheng, Degui Zhi, Cui Tao, Hua Xu
2018 Misc conf
Asthma Onset Prediction Using Structured EMR Data.
AMIA
Yang Xiang, Jun Xu, Jingcheng Du, Degui Zhi, Cui Tao
2018 Misc conf
Detecting Anatomical Entities in Clinical Text.
AMIA
Jun Xu, Yaoyun Zhang, Jingcheng Du, Jingqi Wang, Firat Tiryaki, Hua Xu
2018 J jnl
Identifying direct temporal relations between time and events from clinical notes.
BMC Medical Informatics Decis. Mak.
Hee-Jin Lee, Yaoyun Zhang, Min Jiang, Jun Xu, Cui Tao, Hua Xu
2017 — conf
A Hybrid Model for Trilingual Entity Detection and Linking Tasks at TAC KBP 2017.
TAC
Zhenzhen Li, Qun Zhang, Ting Li, Jun Xu, Dawei Feng
2017 Misc conf
A Natural Language Processing System for Biomedical Dataset Retrieval.
AMIA
Xiaoling Chen, Jun Xu, Jingqi Wang, Anupama E. Gururaj, Lucila Ohno-Machado, Hua Xu
2017 J jnl
A long journey to short abbreviations: developing an open-source framework for clinical abbreviation recognition and disambiguation (CARD).
J. Am. Medical Informatics Assoc.
Yonghui Wu, Joshua C. Denny, S. Trent Rosenbloom, Randolph A. Miller, Dario A. Giuse, Lulu Wang, Carmelo Blanquicett, Ergin Soysal, Jun Xu, Hua Xu
2017 Misc conf
Clinical Named Entity Recognition Using Deep Learning Models.
AMIA
Yonghui Wu, Min Jiang, Jun Xu, Degui Zhi, Hua Xu
2017 — conf
Comparing Cancer Information Needs for Consumers in the US and China.
MedInfo
Zongcheng Ji, Yaoyun Zhang, Jun Xu, Xiaoling Chen, Yonghui Wu, Hua Xu
2017 Misc conf
Detecting Body Location Modifiers of Disorders in Clinical Texts via Sequence Labeling.
AMIA
Jun Xu, Yonghui Wu, Yaoyun Zhang, Hua Xu
2017 Misc conf
Detecting Contradictory and Consistent Citations in Biomedical Literature.
AMIA
Jun Xu, Yonghui Wu, Yaoyun Zhang, Qiang Wei, Hua Xu
2017 — conf
Interweaving Domain Knowledge and Unsupervised Learning for Psychiatric Stressor Extraction from Clinical Notes.
IEA/AIE (2)
Olivia R. Zhang, Yaoyun Zhang, Jun Xu, Kirk Roberts, Xiang Y. Zhang, Hua Xu
2017 — conf
Leveraging Machine Learning Based Approaches to Assess Human Papillomavirus Vaccination Sentiment Trends with Twitter.
CRI
Jingcheng Du, Jun Xu, Hsing-yi Song, Cui Tao
2017 J jnl
Leveraging machine learning-based approaches to assess human papillomavirus vaccination sentiment trends with Twitter data.
BMC Medical Informatics Decis. Mak.
Jingcheng Du, Jun Xu, Hsing-yi Song, Cui Tao
2017 J jnl
Optimization on machine learning based approaches for sentiment analysis on HPV vaccines related tweets.
J. Biomed. Semant.
Jingcheng Du, Jun Xu, Hsing-yi Song, Xiangyu Liu, Cui Tao
2017 — conf
Towards practical temporal relation extraction from clinical notes: An analysis of direct temporal relations.
BIBM
Hee-Jin Lee, Yaoyun Zhang, Jun Xu, Cui Tao, Hua Xu, Min Jiang
2017 — conf
UTH_CCB System for Adverse Drug Reaction Extraction from Drug Labels at TAC-ADR 2017.
TAC
Jun Xu, Hee-Jin Lee, Zongcheng Ji, Jingqi Wang, Qiang Wei, Hua Xu
2016 B conf
Application of Deep Belief Networks for opcode based malware detection.
IJCNN
Yuxin Ding, Sheng Chen, Jun Xu
2016 J jnl
CD-REST: a system for extracting chemical-induced disease relation in literature.
Database J. Biol. Databases Curation
Jun Xu, Yonghui Wu, Yaoyun Zhang, Jingqi Wang, Hee-Jin Lee, Hua Xu
2016 J jnl
Chemical named entity recognition in patents by domain knowledge and unsupervised feature learning.
Database J. Biol. Databases Curation
Yaoyun Zhang, Jun Xu, Hui Chen, Jingqi Wang, Yonghui Wu, Manu Prakasam, Hua Xu
2016 J jnl
Erratum to: Extracting drug-enzyme relation from literature as evidence for drug drug interaction.
J. Biomed. Semant.
Yaoyun Zhang, Heng-Yi Wu, Jingcheng Du, Jun Xu, Jingqi Wang, Cui Tao, Lang Li, Hua Xu
2016 J jnl
Extracting drug-enzyme relation from literature as evidence for drug drug interaction.
J. Biomed. Semant.
Yaoyun Zhang, Heng-Yi Wu, Jingcheng Du, Jun Xu, Jingqi Wang, Cui Tao, Lang Li, Hua Xu
2016 J jnl
Extracting genetic alteration information for personalized cancer therapy from ClinicalTrials.gov.
J. Am. Medical Informatics Assoc.
Jun Xu, Hee-Jin Lee, Jia Zeng, Yonghui Wu, Yaoyun Zhang, Liang-Chin Huang, Amber M. Johnson, Vijaykumar Holla, Ann M. Bailey, Trevor Cohen, Funda Meric-Bernstam, Elmer V. Bernstam, Hua Xu
2016 — conf
HITSZ-ICRC at NTCIR-12 Temporal Information Access Task.
NTCIR
Yongshuai Hou, Cong Tan, Xiaolong Wang, Jun Xu, Qingcai Chen
2016 J jnl
Leveraging syntactic and semantic graph kernels to extract pharmacokinetic drug drug interactions from biomedical literature.
BMC Syst. Biol.
Yaoyun Zhang, Heng-Yi Wu, Jun Xu, Jingqi Wang, Ergin Soysal, Lang Li, Hua Xu
2016 — conf
UTHealth at SemEval-2016 Task 12: an End-to-End System for Temporal Information Extraction from Clinical Notes.
SemEval@NAACL-HLT
Hee-Jin Lee, Hua Xu, Jingqi Wang, Yaoyun Zhang, Sungrim Moon, Jun Xu, Yonghui Wu
2016 Misc conf
What Can Neural Networks Learn from Unlabeled Clinical Narratives?
AMIA
Yonghui Wu, Jun Xu, Yaoyun Zhang, Hua Xu
2015 Misc conf
A Study of Neural Word Embeddings for Named Entity Recognition in Clinical Text.
AMIA
Yonghui Wu, Jun Xu, Min Jiang, Yaoyun Zhang, Hua Xu
2015 — conf
An Iterative Emotion Classification Approach for Microblogs.
CICLing (2)
Ruifeng Xu, Zhaoyu Wang, Jun Xu, Junwen Chen, Qin Lu, Kam-Fai Wong
2015 Misc conf
Citation Sentiment Analysis in Clinical Trial Papers.
AMIA
Jun Xu, Yaoyun Zhang, Yonghui Wu, Jingqi Wang, Xiao Dong, Hua Xu
2015 — conf
Clinical Abbreviation Disambiguation Using Neural Word Embeddings.
BioNLP@IJCNLP
Yonghui Wu, Jun Xu, Yaoyun Zhang, Hua Xu
2015 J jnl
Cross lingual opinion holder extraction based on multi-kernel SVMs and transfer learning.
World Wide Web
Ruifeng Xu, Lin Gui, Jun Xu, Qin Lu, Kam-Fai Wong
2015 — conf
HITSZ-ICRC: Exploiting Classification Approach for Answer Selection in Community Question Answering.
SemEval@NAACL-HLT
Yongshuai Hou, Cong Tan, Xiaolong Wang, Yaoyun Zhang, Jun Xu, Qingcai Chen
2015 — conf
UTH-CCB: The Participation of the SemEval 2015 Challenge - Task 14.
SemEval@NAACL-HLT
Jun Xu, Yaoyun Zhang, Jingqi Wang, Yonghui Wu, Min Jiang, Ergin Soysal, Hua Xu
2014 — conf
A Sentence Vector Based Over-Sampling Method for Imbalanced Emotion Classification.
CICLing (2)
Tao Chen, Ruifeng Xu, Qin Lu, Bin Liu, Jun Xu, Lin Yao, Zhenyu He
2014 — conf
Cross-lingual Opinion Analysis via Negative Transfer Detection.
ACL (2)
Lin Gui, Ruifeng Xu, Qin Lu, Jun Xu, Jian Xu, Bin Liu, Xiaolong Wang
2014 — conf
HITSZ-ICRC at NTCIR-11 Temporalia Task.
NTCIR
Yongshuai Hou, Cong Tan, Jun Xu, Youcheng Pan, Qingcai Chen, Xiaolong Wang
2014 — conf
Reader Emotion Prediction Using Concept and Concept Sequence Features in News Headlines.
CICLing (2)
Yuanlin Yao, Ruifeng Xu, Qin Lu, Bin Liu, Jun Xu, Chengtian Zou, Li Yuan, Shuwei Wang, Lin Yao, Zhenyu He
2013 — conf
A Mixed Model for Cross Lingual Opinion Analysis.
NLPCC
Lin Gui, Ruifeng Xu, Jun Xu, Li Yuan, Yuanlin Yao, Jiyun Zhou, Qiaoyun Qiu, Shuwei Wang, Kam-Fai Wong, Ricky Cheung
2013 — conf
Chinese Emotion Lexicon Developing via Multi-lingual Lexical Resources Integration.
CICLing (2)
Jun Xu, Ruifeng Xu, Yanzhen Zheng, Qin Lu, Kam-Fai Wong, Xiaolong Wang
2013 — conf
Pests Hidden in Your Fans: An Effective Approach for Opinion Leader Discovery.
CCL
Binyang Li, Kam-Fai Wong, Lanjun Zhou, Zhongyu Wei, Jun Xu
2012 A conf
Coarse-to-fine sentence-level emotion classification based on the intra-sentence features and sentential context.
CIKM
Jun Xu, Ruifeng Xu, Qin Lu, Xiaolong Wang
2012 Misc conf
Emotion prediction of news articles from reader's perspective based on multi-label classification.
ICMLC
Lu Ye, Ruifeng Xu, Jun Xu
2012 — conf
Incorporating Rule-based and Statistic-based Techniques for Coreference Resolution.
EMNLP-CoNLL Shared Task
Ruifeng Xu, Jun Xu, Jie Liu, Chengxiang Liu, Chengtian Zou, Lin Gui, Yanzhen Zheng, Peng Qu
2012 Misc conf
Language model based Chinese financial news sentiment classification.
ICMLC
Jun Xu, Ruifeng Xu, Xiaolong Wang
2011 B conf
Diversifying Information Needs in Results of Question Retrieval.
IJCNLP
Yaoyun Zhang, Xiaolong Wang, Xuan Wang, Ruifeng Xu, Jun Xu, Shixi Fan
2011 — conf
ICRC_HITSZ at RITE: Leveraging Multiple Classifiers Voting for Textual Entailment Recognition.
NTCIR
Yaoyun Zhang, Jun Xu, Chenlong Liu, Xiaolong Wang, Ruifeng Xu, Qingcai Chen, Xuan Wang, Yongshuai Hou, Buzhou Tang
2011 — conf
Instance Level Transfer Learning for Cross Lingual Opinion Analysis.
WASSA@ACL
Ruifeng Xu, Jun Xu, Xiaolong Wang
2011 Misc conf
On-line new event detection using time window strategy.
ICMLC
Ruifeng Xu, Wei-Hua Peng, Jun Xu, Xiao Long
2010 — conf
Combine Person Name and Person Identity Recognition and Document Clustering for Chinese Person Name Disambiguation.
CIPS-SIGHAN
Ruifeng Xu, Jun Xu, Xiang-Ying Dai, Chunyu Kit
2010 J jnl
Cross Lingual Opinion Analysis via Transfer Learning.
Aust. J. Intell. Inf. Process. Syst.
Jun Xu, Ruifeng Xu, Yuxin Ding, Xiaolong Wang, Chunyu Kit
2010 — conf
HITSZ_CITYU: Combine Collocation, Context Words and Neighboring Sentence Sentiment in Sentiment Adjectives Disambiguation.
SemEval@ACL
Ruifeng Xu, Jun Xu, Chunyu Kit
2010 J jnl
On-line Hot Topic Recommendation Using Tolerance Rough Set Based Topic Clustering.
J. Comput.
Yonghui Wu, Yuxin Ding, Xiaolong Wang, Jun Xu
2010 Misc conf
One-class classification models for financial industry information recommendation.
ICMLC
Jun Xu, Qingcai Chen, Xiaolong Wang, Zhongyu Wei
2010 Misc conf
Online topic detection and tracking of financial news based on hierarchical clustering.
ICMLC
Xiang-Ying Dai, Qingcai Chen, Xiaolong Wang, Jun Xu
2010 — conf
Topic Detection by Topic Model Induced Distance Using Biased Initiation.
AST/UCMA/ISA/ACN
Yonghui Wu, Yuxin Ding, Xiaolong Wang, Jun Xu
2010 Misc conf
Topic based automatic news recommendation using topic model and affinity propagation.
ICMLC
Yonghui Wu, Yuxin Ding, Xiaolong Wang, Jun Xu
2009 B conf
Study on Feature Selection in Finance Text Categorization.
SMC
Changqiu Sun, Xiaolong Wang, Jun Xu
2008 B conf
Genre identification of Chinese finance text using machine learning method.
SMC
Jun Xu, Yuxin Ding, Xiaolong Wang, Yonghui Wu