Jie Yang

63 papers A* 6A 1B 3Misc 5Journal 38Unranked 10
YearRankTypeTitle / Venue / Authors
2026 A* conf
Trustworthy Classification for Complex Social Surveys: A Memory-Enhanced Hierarchical Framework with Calibrated Uncertainty.
AAAI
Zeqiang Wang, Rebecca Oldroyd, Yuqi Wang, Jiageng Wu, Jie Yang, Wei Wang, Nishanth Ramakrishna Sastry, Jon Johnson, Suparna De
2025 J jnl
Analysis of longitudinal social media for monitoring symptoms during a pandemic.
J. Biomed. Informatics
Shixu Lin, Lucas Garay, Yining Hua, Zhijiang Guo, Wanxin Li, Minghui Li, Yu-Jie Zhang, Xiaolin Xu, Jie Yang
2025 J jnl
BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text.
CoRR
Jiageng Wu, Bowen Gu, Ren Zhou, Kevin Xie, Douglas Snyder, Yixing Jiang, Valentina Carducci, Richard Wyss, Rishi J. Desai, Emily Alsentzer, Leo Anthony Celi, Adam Rodman, Sebastian Schneeweiss, Jonathan H. Chen, Santiago Romero-Brufau, Kueiyu Joshua Lin, Jie Yang
2025 J jnl
Clinical pathway-aware large language models for reliable and transparent medical dialogue.
J. Biomed. Informatics
Jiageng Wu, Xian Wu, Yefeng Zheng, Jie Yang
2025 J jnl
Comparative ranking of marginal confounding impact of natural language processing-derived versus structured features in pharmacoepidemiology.
Comput. Biol. Medicine
Joseph M. Plasek, Richard Wyss, Janick Weberpals, Jie Yang, Thomas DeRamus, Theodore N. Tsacogianis, Kerry Ngan, Lily G. Bessette, Kueiyu Joshua Lin, Li Zhou
2025 J jnl
Identification of an ANCA-associated vasculitis cohort using deep learning and electronic health records.
Int. J. Medical Informatics
Liqin Wang, John Laurentiev, Claire Cook, Shruthi Srivatsan, Yining Hua, Jie Yang, Eli Miloslavsky, Hyon K. Choi, Li Zhou, Zachary S. Wallace
2025 J jnl
Natural language processing for scalable feature engineering and ultra-high-dimensional confounding adjustment in healthcare database studies.
J. Biomed. Informatics
Richard Wyss, Jie Yang, Sebastian Schneeweiss, Joseph M. Plasek, Li Zhou, Thomas DeRamus, Janick Weberpals, Kerry Ngan, Theodore N. Tsacogianis, Kueiyu Joshua Lin
2025 J jnl
Scalable Medication Extraction and Discontinuation Identification from Electronic Health Records Using Large Language Models.
CoRR
Chong Shao, Douglas Snyder, Chiran Li, Bowen Gu, Kerry Ngan, Chun-Ting Yang, Jiageng Wu, Richard Wyss, Kueiyu Joshua Lin, Jie Yang
2025 J jnl
Why Chain of Thought Fails in Clinical Text Understanding.
CoRR
Jiageng Wu, Kevin Xie, Bowen Gu, Nils Krüger, Kueiyu Joshua Lin, Jie Yang
2024 J jnl
Better Pay Attention Whilst Fuzzing.
IEEE Trans. Software Eng.
Shunkai Zhu, Jingyi Wang, Jun Sun, Jie Yang, Xingwei Lin, Tian Wang, Liyi Zhang, Peng Cheng
2024 J jnl
FinTruthQA: A Benchmark Dataset for Evaluating the Quality of Financial Information Disclosure.
CoRR
Ziyue Xu, Peilin Zhou, Xinyu Shi, Jiageng Wu, Yikang Jiang, Bin Ke, Jie Yang
2024 A* conf
Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds.
IJCAI
Jiageng Wu, Xian Wu, Jie Yang
2024 J jnl
Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds.
CoRR
Jiageng Wu, Xian Wu, Jie Yang
2024 J jnl
Large language models leverage external knowledge to extend clinical insight beyond language boundaries.
J. Am. Medical Informatics Assoc.
Jiageng Wu, Xian Wu, Zhaopeng Qiu, Minghui Li, Shixu Lin, Yingying Zhang, Yefeng Zheng, Changzheng Yuan, Jie Yang
2024 A* conf
MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey.
NeurIPS
Xian Wu, Yutian Zhao, Yunyan Zhang, Jiageng Wu, Zhihong Zhu, Yingying Zhang, Yi Ouyang, Ziheng Zhang, Huimin Wang, Zhenxi Lin, Jie Yang, Shuang Zhao, Yefeng Zheng
2024 J jnl
MedKP: Medical Dialogue with Knowledge Enhancement and Clinical Pathway Encoding.
CoRR
Jiageng Wu, Xian Wu, Yefeng Zheng, Jie Yang
2024 J jnl
Probabilistic medical predictions of large language models.
npj Digit. Medicine
Bowen Gu, Rishi J. Desai, Kueiyu Joshua Lin, Jie Yang
2024 — conf
Revealing COVID-19's Social Dynamics: Diachronic Semantic Analysis of Vaccine and Symptom Discourse on Twitter.
EMNLP (Findings)
Zeqiang Wang, Jiageng Wu, Yuqi Wang, Wei Xjtlu, Jie Yang, Nishanth Sastry, Jon Johnson, Suparna De
2024 J jnl
Revealing COVID-19's Social Dynamics: Diachronic Semantic Analysis of Vaccine and Symptom Discourse on Twitter.
CoRR
Zeqiang Wang, Jiageng Wu, Yuqi Wang, Wei Wang, Jie Yang, Jon Johnson, Nishanth Sastry, Suparna De
2024 J jnl
Streamlining social media information retrieval for public health research with deep learning.
J. Am. Medical Informatics Assoc.
Yining Hua, Jiageng Wu, Shixu Lin, Minghui Li, Yujie Zhang, Dinah Foer, Siwen Wang, Peilin Zhou, Jie Yang, Li Zhou
2023 A* conf
Exploring Social Media for Early Detection of Depression in COVID-19 Patients.
WWW
Jiageng Wu, Xian Wu, Yining Hua, Shixu Lin, Yefeng Zheng, Jie Yang
2023 J jnl
Exploring Social Media for Early Detection of Depression in COVID-19 Patients.
CoRR
Jiageng Wu, Xian Wu, Yining Hua, Shixu Lin, Yefeng Zheng, Jie Yang
2023 A* conf
GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost.
IJCAI
Qingcheng Zeng, Lucas Garay, Peilin Zhou, Dading Chong, Yining Hua, Jiageng Wu, Yikang Pan, Han Zhou, Rob Voigt, Jie Yang
2023 J jnl
Qualifying Chinese Medical Licensing Examination with Knowledge Enhanced Generative Pre-training Model.
CoRR
Jiageng Wu, Xian Wu, Zhaopeng Qiu, Minghui Li, Yefeng Zheng, Jie Yang
2023 J jnl
Streamlining Social Media Information Retrieval for Public Health Research with Deep Learning.
CoRR
Yining Hua, Shixu Lin, Minghui Li, Yujie Zhang, Peilin Zhou, Ying-Chih Lo, Li Zhou, Jie Yang
2023 — conf
YATO: Yet Another deep learning based Text analysis Open toolkit.
EMNLP (Demos)
Zeqiang Wang, Yile Wang, Jiageng Wu, Zhiyang Teng, Jie Yang
2022 J jnl
GreenPLM: Cross-lingual pre-trained language models conversion with (almost) no cost.
CoRR
Qingcheng Zeng, Lucas Garay, Peilin Zhou, Dading Chong, Yining Hua, Jiageng Wu, Yikang Pan, Han Zhou, Jie Yang
2022 A conf
Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective.
INTERSPEECH
Qingcheng Zeng, Dading Chong, Peilin Zhou, Jie Yang
2022 J jnl
Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective.
CoRR
Qingcheng Zeng, Dading Chong, Peilin Zhou, Jie Yang
2022 A* conf
METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets.
NeurIPS
Peilin Zhou, Zeqiang Wang, Dading Chong, Zhijiang Guo, Yining Hua, Zichang Su, Zhiyang Teng, Jiageng Wu, Jie Yang
2022 J jnl
METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets.
CoRR
Peilin Zhou, Zeqiang Wang, Dading Chong, Zhijiang Guo, Yining Hua, Zichang Su, Zhiyang Teng, Jiageng Wu, Jie Yang
2022 Misc conf
Using Twitter Data to Understand Public Perceptions of Approved versus Off-label Use for COVID-19-related Medications.
AMIA
Yining Hua, Hang Jiang, Jie Yang, Shixu Lin, Joseph M. Plasek, David W. Bates, Li Zhou
2022 J jnl
Using Twitter Data to Understand Public Perceptions of Approved versus Off-label Use for COVID-19-related Medications.
CoRR
Yining Hua, Hang Jiang, Shixu Lin, Jie Yang, Joseph M. Plasek, David W. Bates, Li Zhou
2022 J jnl
Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications.
J. Am. Medical Informatics Assoc.
Yining Hua, Hang Jiang, Shixu Lin, Jie Yang, Joseph M. Plasek, David W. Bates, Li Zhou
2022 J jnl
YATO: Yet Another deep learning based Text analysis Open toolkit.
CoRR
Zeqiang Wang, Yile Wang, Jiageng Wu, Zhiyang Teng, Jie Yang
2021 J jnl
Better Pay Attention Whilst Fuzzing.
CoRR
Shunkai Zhu, Jingyi Wang, Jun Sun, Jie Yang, Xingwei Lin, Liyi Zhang, Peng Cheng
2021 Misc conf
Comparison of Machine Learning Algorithms for Earlier Detection of Cognitive Decline from Clinical Notes in the Electronic Health Records.
AMIA
Liqin Wang, John Laurentiev, Jie Yang, Ying-Chih Lo, Rebecca E. Amariglio, Gad A. Marshall, Li Zhou
2021 — conf
Natural Language Processing to Identify Abnormal Breast, Lung, and Cervical Cancer Screening Test Results from Unstructured Reports to Support Timely Follow-up.
MedInfo
Courtney J. Diamond, John Laurentiev, Jie Yang, Amy J. Wint, Kimberly A. Harris, Tin H. Dang, Amrita Mecker, Emily B. Carpenter, Anna N. A. Tosteson, Adam Wright, Jennifer S. Haas, Steven J. Atlas, Li Zhou
2020 Misc conf
Deep Learning to Detect Allergy Events from Hospital Safety Reports.
AMIA
Jie Yang, Liqin Wang, Neelam A. Phadke, Paige G. Wickner, Christian M. Mancini, Kimberly G. Blumenthal, Li Zhou
2020 J jnl
From Genesis to Creole Language: Transfer Learning for Singlish Universal Dependencies Parsing and POS Tagging.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Hongmin Wang, Jie Yang, Yue Zhang
2020 Misc conf
Implementing an IT-Based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: the mFOCUS Trial.
AMIA
Courtney J. Diamond, Steven J. Atlas, Tin H. Dang, Jie Yang, Li Zhou, Sanja Percac-Lima, Amy J. Wint, Kimberly A. Harris, E. John Orav, Erica S. Breslau, Shoshana Hort, Anna Tosteson, Jennifer S. Haas, Adam Wright
2020 J jnl
Lattice LSTM for Chinese Sentence Representation.
IEEE ACM Trans. Audio Speech Lang. Process.
Yue Zhang, Yile Wang, Jie Yang
2020 J jnl
Mining clinical phrases from nursing notes to discover risk factors of patient deterioration.
Int. J. Medical Informatics
Zfania Tom Korach, Jie Yang, Sarah Collins Rossetti, Kenrick D. Cato, Min-Jeoung Kang, Christopher Knaplund, Kumiko O. Schnock, Jose P. Garcia, Haomiao Jia, Jessica M. Schwartz, Li Zhou
2019 — conf
Subword Encoding in Lattice LSTM for Chinese Word Segmentation.
NAACL-HLT (1)
Jie Yang, Yue Zhang, Shuailong Liang
2018 — conf
Chinese NER Using Lattice LSTM.
ACL (1)
Yue Zhang, Jie Yang
2018 J jnl
Chinese NER Using Lattice LSTM.
CoRR
Yue Zhang, Jie Yang
2018 B conf
Design Challenges and Misconceptions in Neural Sequence Labeling.
COLING
Jie Yang, Shuailong Liang, Yue Zhang
2018 J jnl
Design Challenges and Misconceptions in Neural Sequence Labeling.
CoRR
Jie Yang, Shuailong Liang, Yue Zhang
2018 — conf
NCRF++: An Open-source Neural Sequence Labeling Toolkit.
ACL (4)
Jie Yang, Yue Zhang
2018 J jnl
NCRF++: An Open-source Neural Sequence Labeling Toolkit.
CoRR
Jie Yang, Yue Zhang
2018 J jnl
Subword Encoding in Lattice LSTM for Chinese Word Segmentation.
CoRR
Jie Yang, Yue Zhang, Shuailong Liang
2018 — conf
YEDDA: A Lightweight Collaborative Text Span Annotation Tool.
ACL (4)
Jie Yang, Yue Zhang, Linwei Li, Xingxuan Li
2017 B conf
Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring.
CoNLL
Fei Dong, Yue Zhang, Jie Yang
2017 J jnl
Combining Discrete and Neural Features for Sequence Labeling.
CoRR
Jie Yang, Zhiyang Teng, Meishan Zhang, Yue Zhang
2017 Misc conf
Neural Reranking for Named Entity Recognition.
RANLP
Jie Yang, Yue Zhang, Fei Dong
2017 J jnl
Neural Reranking for Named Entity Recognition.
CoRR
Jie Yang, Yue Zhang, Fei Dong
2017 — conf
Neural Word Segmentation with Rich Pretraining.
ACL (1)
Jie Yang, Yue Zhang, Fei Dong
2017 J jnl
Neural Word Segmentation with Rich Pretraining.
CoRR
Jie Yang, Yue Zhang, Fei Dong
2017 — conf
Universal Dependencies Parsing for Colloquial Singaporean English.
ACL (1)
Hongmin Wang, Yue Zhang, GuangYong Leonard Chan, Jie Yang, Hai Leong Chieu
2017 J jnl
Universal Dependencies Parsing for Colloquial Singaporean English.
CoRR
Hongmin Wang, Yue Zhang, GuangYong Leonard Chan, Jie Yang, Hai Leong Chieu
2017 J jnl
YEDDA: A Lightweight Collaborative Text Span Annotation Tool.
CoRR
Jie Yang, Yue Zhang
2016 — conf
Combining Discrete and Neural Features for Sequence Labeling.
CICLing (1)
Jie Yang, Zhiyang Teng, Meishan Zhang, Yue Zhang
2016 B conf
LibN3L: A Lightweight Package for Neural NLP.
LREC
Meishan Zhang, Jie Yang, Zhiyang Teng, Yue Zhang