# YLab Publications

> Canonical publication metadata for YLab at Harvard Medical School and Mass General Brigham.

- Canonical page: https://ylab.top/publication/
- Structured JSON: https://ylab.top/publications.json
- Complete BibTeX: https://ylab.top/bib/publications.bib
- Google Scholar: https://scholar.google.co.jp/citations?hl=en&user=zHidLmYAAAAJ

## Publications

### BRIDGE: Benchmarking Large Language Models for Understanding Real-World Clinical Practice Texts
- Authors: Jiageng Wu, Bowen Gu, Ren Zhou, Kevin Xie, Doug 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
- Venue: Nature Biomedical Engineering
- Year: 2026
- Publication URL: https://www.nature.com/articles/s41551-026-01719-2
- Citation page: https://ylab.top/citation/bridge-benchmarking-large-language-models-for-understanding-real-world-clinical-practice-texts/
- BibTeX: https://ylab.top/bib/bridge-benchmarking-large-language-models-for-understanding-real-world-clinical-practice-texts.bib

### Large Language Models Generate Stigmatizing Language During Reasoning Over Real-World Clinical Data
- Authors: Yutong Yang, Bowen Gu, David B Hathaway, Richard Wyss, Laura Marengo, Jason B Gibbons, Stanley Lyndon, Jiageng Wu, Qingyu Chen, Nan Liu, Philip S Wang, Leo Anthony Celi, David W Bates, Kueiyu Joshua Lin, Li Zhou, Jie Yang
- Venue: medRxiv preprint
- Year: 2026
- Publication URL: https://www.medrxiv.org/content/10.64898/2026.08.12.26360210v2
- Citation page: https://ylab.top/citation/large-language-models-generate-stigmatizing-language-during-reasoning-over-real-world-clinical-data/
- BibTeX: https://ylab.top/bib/large-language-models-generate-stigmatizing-language-during-reasoning-over-real-world-clinical-data.bib

### An Expedited Chart Review Process for Large Database Studies Using Natural Language Processing and Multiwave Adaptive Sampling
- Authors: Shirley V Wang, Georg Hahn, Sreedhara Sushama Kattinakere, Mufaddal Mahesri, Haritha S Pillai, Rajendra Aldis, Joyce Lii, Sarah K Dutcher, Rhoda Eniafe, Jamal T Jones, Keewan Kim, Jiwei He, Hana Lee, Sengwee Toh, Rishi J Desai, Jie Yang
- Venue: Epidemiology
- Year: 2026
- Publication URL: https://pubmed.ncbi.nlm.nih.gov/41944789/
- Citation page: https://ylab.top/citation/an-expedited-chart-review-process-for-large-database-studies-using-natural-language-processing-and-multiwave-adaptive-sampling/
- BibTeX: https://ylab.top/bib/an-expedited-chart-review-process-for-large-database-studies-using-natural-language-processing-and-multiwave-adaptive-sampling.bib

### DT-Transformer: A Foundation Model for Disease Trajectory Prediction on a Real-World Health System
- Authors: Yunying Zhu, Andrew R Weckstein, Kueiyu Joshua Lin, Jie Yang
- Venue: arXiv preprint
- Year: 2026
- Publication URL: https://arxiv.org/abs/2605.14227
- Citation page: https://ylab.top/citation/dt-transformer-a-foundation-model-for-disease-trajectory-prediction-on-a-real-world-health-system/
- BibTeX: https://ylab.top/bib/dt-transformer-a-foundation-model-for-disease-trajectory-prediction-on-a-real-world-health-system.bib

### Trustworthy Classification for Complex Social Surveys: A Memory-Enhanced Hierarchical Framework with Calibrated Uncertainty
- Authors: Zeqiang Wang, Rebecca Oldroyd, Yuqi Wang, Jiageng Wu, Jie Yang, Wei Wang, Nishanth R Sastry, Jon Johnson, Suparna De
- Venue: Proceedings of the AAAI Conference on Artificial Intelligence
- Year: 2026
- Publication URL: https://ojs.aaai.org/index.php/AAAI/article/view/41291
- Citation page: https://ylab.top/citation/trustworthy-classification-for-complex-social-surveys-a-memory-enhanced-hierarchical-framework-with-calibrated-uncertainty/
- BibTeX: https://ylab.top/bib/trustworthy-classification-for-complex-social-surveys-a-memory-enhanced-hierarchical-framework-with-calibrated-uncertainty.bib

### Linguistic Effects of Ambient AI on Clinical Documentation: A Matched Pre-Post Study
- Authors: Yiming Li, Huiyuan Zhou, Suzanne Blackley, Joseph M Plasek, Zhuoyang Lyu, Wei Zhang, Jacqueline You, Amanda Centi, Rebecca Mishuris, Jie Yang, Li Zhou
- Venue: medRxiv preprint
- Year: 2026
- Publication URL: https://www.medrxiv.org/content/10.64898/2026.02.16.26346370v1
- Citation page: https://ylab.top/citation/linguistic-effects-of-ambient-ai-on-clinical-documentation-a-matched-pre-post-study/
- BibTeX: https://ylab.top/bib/linguistic-effects-of-ambient-ai-on-clinical-documentation-a-matched-pre-post-study.bib

### Transcranial Magnetic Stimulation Retreatment for Recurrent Depression: A Large Real-World Multisite Cohort Study
- Authors: Stanley Lyndon, Jason B Gibbons, Loreen Straub, Meekang Sung, Jacob C Jameson, David B Hathaway, Denise H Mulcahy, Cason Elliott, Rachel Wood, Matthew Ruble, Alejandro G Szmulewicz, Jie Yang, Rajendra Aldis, Richard Wyss, Philip S Wang, Shan H Siddiqi
- Venue: Acta Psychiatrica Scandinavica
- Year: 2026
- Citation page: https://ylab.top/citation/transcranial-magnetic-stimulation-retreatment-for-recurrent-depression-a-large-real-world-multisite-cohort-study/
- BibTeX: https://ylab.top/bib/transcranial-magnetic-stimulation-retreatment-for-recurrent-depression-a-large-real-world-multisite-cohort-study.bib

### Predicting Deprescribing of High-Risk Medications Using Provider EHR Use and Patient Characteristics
- Authors: Bowen Gu, Katharina Tabea Jungo, Julie Lauffenburger, Niteesh Choudhry, Thomas Isaac, John Zambrano, Jie Yang
- Venue: medRxiv preprint
- Year: 2026
- Publication URL: https://www.medrxiv.org/content/10.64898/2026.07.25.26358746v1
- Citation page: https://ylab.top/citation/predicting-deprescribing-of-high-risk-medications-using-provider-ehr-use-and-patient-characteristics/
- BibTeX: https://ylab.top/bib/predicting-deprescribing-of-high-risk-medications-using-provider-ehr-use-and-patient-characteristics.bib

### Using Natural Language Processing of Clinical Notes to Supplement Structured Electronic Health Record Data for Phenotyping Smoking and Obesity in a Healthcare System
- Authors: Jie Yang, Bowen Gu, Haritha Pillai, Joyce Lii, David Cronkite, Keith A Marsolo, Rishi J Desai
- Venue: Pharmacoepidemiology and Drug Safety
- Year: 2026
- Publication URL: https://onlinelibrary.wiley.com/doi/full/10.1002/pds.70415
- Citation page: https://ylab.top/citation/using-natural-language-processing-of-clinical-notes-to-supplement-structured-electronic-health-record-data-for-phenotyping-smoking-and-obesity-in-a-healthcare-system/
- BibTeX: https://ylab.top/bib/using-natural-language-processing-of-clinical-notes-to-supplement-structured-electronic-health-record-data-for-phenotyping-smoking-and-obesity-in-a-healthcare-system.bib

### Scalable Medication Extraction and Discontinuation Identification from Electronic Health Records Using Large Language Models
- Authors: Chong Shao, Douglas Snyder, Chiran Li, Bowen Gu, Kerry Ngan, Chun-Ting Yang, Jiageng Wu, Richard Wyss, Kueiyu Joshua Lin, Jie Yang
- Venue: Journal of Clinical Epidemiology
- Year: 2026
- Publication URL: https://pubmed.ncbi.nlm.nih.gov/41232578/
- Citation page: https://ylab.top/citation/scalable-medication-extraction-and-discontinuation-identification-from-electronic-health-records-using-large-language-models/
- BibTeX: https://ylab.top/bib/scalable-medication-extraction-and-discontinuation-identification-from-electronic-health-records-using-large-language-models.bib

### Efficacy of Cognitive Behavioral Therapy-Based Smartphone App for Smoking Cessation in China: A Randomized Controlled Trial
- Authors: Jinsong Tang, Xiaocong Liu, Shanshan Chen, Yunkai Sun, Minzhe Zhu, Zitang Zhou, Yueheng Liu, Jie Yang, Wei Chen, Yanhui Liao
- Venue: Addiction
- Year: 2026
- Publication URL: https://onlinelibrary.wiley.com/doi/10.1111/add.70239
- Citation page: https://ylab.top/citation/efficacy-of-cognitive-behavioral-therapy-based-smartphone-app-for-smoking-cessation-in-china-a-randomized-controlled-trial/
- BibTeX: https://ylab.top/bib/efficacy-of-cognitive-behavioral-therapy-based-smartphone-app-for-smoking-cessation-in-china-a-randomized-controlled-trial.bib

### MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph
- Authors: Duzhen Zhang, Zixiao Wang, Zhong-Zhi Li, Yahan Yu, Shuncheng Jia, Jiahua Dong, Haotian Xu, Xing Wu, Yingying Zhang, Tielin Zhang, Jie Yang, Xiuying Chen, Le Song
- Venue: npj Digital Medicine
- Year: 2026
- Publication URL: https://arxiv.org/abs/2508.12393
- Citation page: https://ylab.top/citation/medkgent-a-large-language-model-agent-framework-for-constructing-temporally-evolving-medical-knowledge-graph/
- BibTeX: https://ylab.top/bib/medkgent-a-large-language-model-agent-framework-for-constructing-temporally-evolving-medical-knowledge-graph.bib

### FinTruthQA: A Benchmark for AI-Driven Financial Disclosure Quality Assessment in Investor-Firm Interactions
- Authors: Peilin Zhou, Ziyue Xu, Xinyu Shi, Jiageng Wu, Yikang Jiang, Dading Chong, Wang Dong, Jun Chen, Bin Ke, Jie Yang
- Venue: Proceedings of the AAAI Symposium Series
- Year: 2026
- Publication URL: https://ojs.aaai.org/index.php/AAAI-SS/article/view/42926
- Citation page: https://ylab.top/citation/fintruthqa-a-benchmark-for-ai-driven-financial-disclosure-quality-assessment-in-investor-firm-interactions/
- BibTeX: https://ylab.top/bib/fintruthqa-a-benchmark-for-ai-driven-financial-disclosure-quality-assessment-in-investor-firm-interactions.bib

### The Impact of Low EHR-Continuity on Effect Estimates: Evidence from Two EHR-Medicare Linked Databases
- Authors: Yinzhu Jin, Angela Y Tong, Richard Wyss, Jie Yang, Kueiyu Joshua Lin
- Venue: Clinical Epidemiology
- Year: 2025
- Citation page: https://ylab.top/citation/the-impact-of-low-ehr-continuity-on-effect-estimates-evidence-from-two-ehr-medicare-linked-databases/
- BibTeX: https://ylab.top/bib/the-impact-of-low-ehr-continuity-on-effect-estimates-evidence-from-two-ehr-medicare-linked-databases.bib

### Validation of Treatment Discontinuation in Claims Data Using NLP and Electronic Health Records
- Authors: Chun-Ting Yang, Kerry Ngan, Dae Hyun Kim, Jie Yang, Jun Liu, Kueiyu Joshua Lin
- Venue: Innovation in Aging
- Year: 2025
- Citation page: https://ylab.top/citation/validation-of-treatment-discontinuation-in-claims-data-using-nlp-and-electronic-health-records/
- BibTeX: https://ylab.top/bib/validation-of-treatment-discontinuation-in-claims-data-using-nlp-and-electronic-health-records.bib

### Clinical Pathway-Aware Large Language Models for Reliable and Transparent Medical Dialogue
- Authors: Jiageng Wu, Xian Wu, Yefeng Zheng, Jie Yang
- Venue: Journal of Biomedical Informatics
- Year: 2025
- Publication URL: https://arxiv.org/abs/2403.06611
- Citation page: https://ylab.top/citation/clinical-pathway-aware-large-language-models-for-reliable-and-transparent-medical-dialogue/
- BibTeX: https://ylab.top/bib/clinical-pathway-aware-large-language-models-for-reliable-and-transparent-medical-dialogue.bib

### Why Chain of Thought Fails in Clinical Text Understanding
- Authors: Jiageng Wu, Kevin Xie, Bowen Gu, Nils Krüger, Kueiyu Joshua Lin, Jie Yang
- Venue: arXiv preprint
- Year: 2025
- Publication URL: https://arxiv.org/abs/2509.21933
- Citation page: https://ylab.top/citation/why-chain-of-thought-fails-in-clinical-text-understanding/
- BibTeX: https://ylab.top/bib/why-chain-of-thought-fails-in-clinical-text-understanding.bib

### Generative Artificial Intelligence for Fundus Fluorescein Angiography Interpretation and Human Expert Evaluation
- Authors: An Shao, Xiaocong Liu, Wenyue Shen, Yingyu Li, Hongkang Wu, Xiangji Pan, Zexin Yang, Yufeng Xu, Tiepei Zhu, Yao Wang, Jie Yang, Yih Chung Tham, Jian Wu, Kai Jin, Juan Ye
- Venue: npj Digital Medicine
- Year: 2025
- Publication URL: https://www.nature.com/articles/s41746-025-01234-5
- Citation page: https://ylab.top/citation/generative-artificial-intelligence-for-fundus-fluorescein-angiography-interpretation-and-human-expert-evaluation/
- BibTeX: https://ylab.top/bib/generative-artificial-intelligence-for-fundus-fluorescein-angiography-interpretation-and-human-expert-evaluation.bib

### Comparative Ranking of Marginal Confounding Impact of Natural Language Processing-Derived versus Structured Features in Pharmacoepidemiology
- Authors: Joseph M Plasek, Richard D Wyss, Janick G Weberpals, Jie Yang, Thomas Deramus, Theodore N Tsacogianis, Kerry Ngan, Lily G Bessette, Kueiyu Joshua Lin, Li Zhou
- Venue: Computers in Biology and Medicine
- Year: 2025
- Citation page: https://ylab.top/citation/comparative-ranking-of-marginal-confounding-impact-of-natural-language-processing-derived-versus-structured-features-in-pharmacoepidemiology/
- BibTeX: https://ylab.top/bib/comparative-ranking-of-marginal-confounding-impact-of-natural-language-processing-derived-versus-structured-features-in-pharmacoepidemiology.bib

### Electronic Health Record (EHR) Enhanced Signal Detection Using Tree-Based Scan Statistic Methods
- Authors: Massimiliano Russo, Sushama Kattinakere Sreedhara, Joshua Smith, Sharon E Davis, Judith C Maro, Thomas Deramus, Joyce Lii, Jie Yang, Rishi Desai, José J Hernández-Muñoz
- Venue: American Journal of Epidemiology
- Year: 2025
- Citation page: https://ylab.top/citation/electronic-health-record-ehr-enhanced-signal-detection-using-tree-based-scan-statistic-methods/
- BibTeX: https://ylab.top/bib/electronic-health-record-ehr-enhanced-signal-detection-using-tree-based-scan-statistic-methods.bib

### Cognitive Assessment of Dementia Patients Using Large Language Models
- Authors: Jiageng Wu, Richard Wyss, Kueiyu Joshua Lin, Jie Yang
- Venue: Alzheimer's & Dementia
- Year: 2025
- Citation page: https://ylab.top/citation/cognitive-assessment-of-dementia-patients-using-large-language-models/
- BibTeX: https://ylab.top/bib/cognitive-assessment-of-dementia-patients-using-large-language-models.bib

### Large Language Model for Predicting Altered Mental Status in Dementia Patients Using Electronic Health Records
- Authors: Jiageng Wu, Richard Wyss, Kueiyu Joshua Lin, Jie Yang
- Venue: Alzheimer's & Dementia
- Year: 2025
- Citation page: https://ylab.top/citation/large-language-model-for-predicting-altered-mental-status-in-dementia-patients-using-electronic-health-records/
- BibTeX: https://ylab.top/bib/large-language-model-for-predicting-altered-mental-status-in-dementia-patients-using-electronic-health-records.bib

### Establishing a Validation Framework of Treatment Discontinuation in Claims Data Using Natural Language Processing and Electronic Health Records
- Authors: Chun-Ting Yang, Kerry Ngan, Dae Hyun Kim, Jie Yang, Jun Liu, Kueiyu Joshua Lin
- Venue: Clinical Pharmacology & Therapeutics
- Year: 2025
- Citation page: https://ylab.top/citation/establishing-a-validation-framework-of-treatment-discontinuation-in-claims-data-using-natural-language-processing-and-electronic-health-records/
- BibTeX: https://ylab.top/bib/establishing-a-validation-framework-of-treatment-discontinuation-in-claims-data-using-natural-language-processing-and-electronic-health-records.bib

### Natural Language Processing for Scalable Feature Engineering and Ultra-High-Dimensional Confounding Adjustment in Healthcare Database Studies
- Authors: Richard Wyss, Jie Yang, Sebastian Schneeweiss, Joseph M Plasek, Li Zhou, Thomas Deramus, Janick G Weberpals, Kerry Ngan, Kueiyu Joshua Lin
- Venue: Journal of Biomedical Informatics
- Year: 2025
- Citation page: https://ylab.top/citation/natural-language-processing-for-scalable-feature-engineering-and-ultra-high-dimensional-confounding-adjustment-in-healthcare-database-studies/
- BibTeX: https://ylab.top/bib/natural-language-processing-for-scalable-feature-engineering-and-ultra-high-dimensional-confounding-adjustment-in-healthcare-database-studies.bib

### Scalable Information Extraction from Free Text Electronic Health Records Using Large Language Models
- Authors: Bowen Gu, Vivian Shao, Ziqian Liao, Valentina Carducci, Santiago Romero-Brufau, Jie Yang, Rishi Desai
- Venue: BMC Medical Research Methodology
- Year: 2025
- Publication URL: https://bmcmedresmethodol.biomedcentral.com/articles/10.1186/s12874-024-02411-2
- Citation page: https://ylab.top/citation/scalable-information-extraction-from-free-text-electronic-health-records-using-large-language-models/
- BibTeX: https://ylab.top/bib/scalable-information-extraction-from-free-text-electronic-health-records-using-large-language-models.bib

### Analysis of Longitudinal Social Media for Monitoring Symptoms During a Pandemic
- Authors: Shixu Lin, Lucas Garay, Yining Hua, Zhijiang Guo, Wanxin Li, Minghui Li, Yujie Zhang, Xiaolin Xu, Jie Yang
- Venue: Journal of Biomedical Informatics
- Year: 2025
- Publication URL: https://www.sciencedirect.com/science/article/pii/S1532046424001825
- Citation page: https://ylab.top/citation/analysis-of-longitudinal-social-media-for-monitoring-symptoms-during-a-pandemic/
- BibTeX: https://ylab.top/bib/analysis-of-longitudinal-social-media-for-monitoring-symptoms-during-a-pandemic.bib

### Identification of an ANCA-Associated Vasculitis Cohort Using Deep Learning and Electronic Health Records
- Authors: Liqin Wang, John Novoa-Laurentiev, Claire Cook, Shruthi Srivatsan, Yining Hua, Jie Yang, Eli Miloslavsky, Hyon K Choi, Li Zhou, Zachary S Wallace
- Venue: International Journal of Medical Informatics
- Year: 2025
- Publication URL: https://www.sciencedirect.com/science/article/pii/S1386505624003551
- Citation page: https://ylab.top/citation/identification-of-an-anca-associated-vasculitis-cohort-using-deep-learning-and-electronic-health-records/
- BibTeX: https://ylab.top/bib/identification-of-an-anca-associated-vasculitis-cohort-using-deep-learning-and-electronic-health-records.bib

### Characterizing Public Sentiments and Drug Interactions during COVID-19: A Pretrained Language Model and Network Analysis of Social Media Discourse
- Authors: Wanxin Li, Yining Hua, Peilin Zhou, Li Zhou, Xin Xu, Jie Yang
- Venue: Journal of Medical Internet Research
- Year: 2025
- Publication URL: https://www.jmir.org/2025/1/e63755/
- Citation page: https://ylab.top/citation/characterizing-public-sentiments-and-drug-interactions-during-covid-19-a-pretrained-language-model-and-network-analysis-of-social-media-discourse/
- BibTeX: https://ylab.top/bib/characterizing-public-sentiments-and-drug-interactions-during-covid-19-a-pretrained-language-model-and-network-analysis-of-social-media-discourse.bib

### Probabilistic Medical Predictions of Large Language Models
- Authors: Bowen Gu, Rishi J. Desai, Kueiyu Joshua Lin, Jie Yang
- Venue: npj Digital Medicine
- Year: 2024
- Publication URL: https://www.nature.com/articles/s41746-024-01366-4
- Citation page: https://ylab.top/citation/probabilistic-medical-predictions-of-large-language-models/
- BibTeX: https://ylab.top/bib/probabilistic-medical-predictions-of-large-language-models.bib

### Enhancing Postmarketing Surveillance of Medical Products with Large Language Models
- Authors: Michael E Matheny, Jie Yang, Joshua C Smith, Colin G Walsh, Mohammed A Al-Garadi, Sharon E Davis, Keith Marsolo, Daniel Fabbri, Ruth Reeves, Kevin Johnson, Gerald Dal Pan, Robert Ball, Rishi Desai
- Venue: JAMA Network Open
- Year: 2024
- Publication URL: https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2822418
- Citation page: https://ylab.top/citation/enhancing-postmarketing-surveillance-of-medical-products-with-large-language-models/
- BibTeX: https://ylab.top/bib/enhancing-postmarketing-surveillance-of-medical-products-with-large-language-models.bib

### Clinical Text Datasets for Medical Artificial Intelligence and Large Language Models — A Systematic Review
- Authors: Jiageng Wu, Xiaocong Liu, Minghui Li, Wanxin Li, Zichang Su, Lucas Garay, Zhiyun Zhang, Yujie Zhang, Qingcheng Zeng, Jie Shen, Changzheng Yuan, Jie Yang
- Venue: New England Journal of Medicine AI
- Year: 2024
- Publication URL: https://ai.nejm.org/doi/full/10.1056/AIra2400012
- Citation page: https://ylab.top/citation/clinical-text-datasets-for-medical-artificial-intelligence-and-large-language-models-a-systematic-review/
- BibTeX: https://ylab.top/bib/clinical-text-datasets-for-medical-artificial-intelligence-and-large-language-models-a-systematic-review.bib

### Streamlining Social Media Information Retrieval for Public Health Research with Deep Learning
- Authors: Yining Hua, Jiageng Wu, Shixu Lin, Minghui Li, Yujie Zhang, Dinah Foer, Siwen Wang, Peilin Zhou, Jie Yang, Li Zhou
- Venue: Journal of the American Medical Informatics Association
- Year: 2024
- Publication URL: https://academic.oup.com/jamia/article/31/7/1569/7667306
- Citation page: https://ylab.top/citation/streamlining-social-media-information-retrieval-for-public-health-research-with-deep-learning/
- BibTeX: https://ylab.top/bib/streamlining-social-media-information-retrieval-for-public-health-research-with-deep-learning.bib

### Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds
- Authors: Jiageng Wu, Xian Wu, Jie Yang
- Venue: International Joint Conference on Artificial Intelligence (IJCAI)
- Year: 2024
- Publication URL: https://arxiv.org/abs/2403.06609
- Citation page: https://ylab.top/citation/guiding-clinical-reasoning-with-large-language-models-via-knowledge-seeds/
- BibTeX: https://ylab.top/bib/guiding-clinical-reasoning-with-large-language-models-via-knowledge-seeds.bib

### Large Language Models Leverage External Knowledge to Extend Clinical Insight Beyond Language Boundaries
- Authors: Jiageng Wu, Xian Wu, Zhaopeng Qiu, Minghui Li, Shixu Lin, Yingying Zhang, Yefeng Zheng, Changzheng Yuan, Jie Yang
- Venue: Journal of the American Medical Informatics Association
- Year: 2024
- Publication URL: https://academic.oup.com/jamia/article/31/6/1394/7659846
- Citation page: https://ylab.top/citation/large-language-models-leverage-external-knowledge-to-extend-clinical-insight-beyond-language-boundaries/
- BibTeX: https://ylab.top/bib/large-language-models-leverage-external-knowledge-to-extend-clinical-insight-beyond-language-boundaries.bib

### Revealing COVID-19's Social Dynamics: Diachronic Semantic Analysis of Vaccine and Symptom Discourse on Twitter
- Authors: Zeqiang Wang, Jiageng Wu, Yuqi Wang, Wei Wang, Jie Yang, Nishanth R Sastry, Jon Johnson, Suparna De
- Venue: Conference on Empirical Methods in Natural Language Processing (EMNLP), Findings
- Year: 2024
- Citation page: https://ylab.top/citation/revealing-covid-19-s-social-dynamics-diachronic-semantic-analysis-of-vaccine-and-symptom-discourse-on-twitter/
- BibTeX: https://ylab.top/bib/revealing-covid-19-s-social-dynamics-diachronic-semantic-analysis-of-vaccine-and-symptom-discourse-on-twitter.bib

### MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
- Authors: Xian Wu, Yutian Zhao, Yunyan Zhang, Jiageng Wu, Zhihong Zhu, Yingying Zhang, Yi Ouyang, Ziheng Zhang, Huimin Wang, Zhenxi Lin, Jie Yang
- Venue: Conference on Neural Information Processing Systems (NeurIPS)
- Year: 2024
- Publication URL: https://openreview.net/forum?id=LJ4sBAFoNX
- Citation page: https://ylab.top/citation/medjourney-benchmark-and-evaluation-of-large-language-models-over-patient-clinical-journey/
- BibTeX: https://ylab.top/bib/medjourney-benchmark-and-evaluation-of-large-language-models-over-patient-clinical-journey.bib

### The Sexual and Gender-Diverse Face More Health Challenges During COVID-19: A Large-Scale Social Media Analysis with Natural Language Processing
- Authors: Zhiyun Zhang, Yining Hua, Peilin Zhou, Shixu Lin, Minghui Li, Yujie Zhang, Li Zhou, Yanhui Liao, Jie Yang
- Venue: Health Data Science
- Year: 2024
- Publication URL: https://spj.science.org/doi/10.34133/hds.0127
- Citation page: https://ylab.top/citation/the-sexual-and-gender-diverse-face-more-health-challenges-during-covid-19-a-large-scale-social-media-analysis-with-natural-language-processing/
- BibTeX: https://ylab.top/bib/the-sexual-and-gender-diverse-face-more-health-challenges-during-covid-19-a-large-scale-social-media-analysis-with-natural-language-processing.bib

### Uncovering Language Disparity of ChatGPT on Retinal Vascular Disease Classification: Cross-Sectional Study
- Authors: Xiaocong Liu, Jiageng Wu, An Shao, Wenyue Shen, Panpan Ye, Yao Wang, Juan Ye, Kai Jin, Jie Yang
- Venue: Journal of Medical Internet Research
- Year: 2024
- Publication URL: https://www.jmir.org/2024/1/e51926
- Citation page: https://ylab.top/citation/uncovering-language-disparity-of-chatgpt-on-retinal-vascular-disease-classification-cross-sectional-study/
- BibTeX: https://ylab.top/bib/uncovering-language-disparity-of-chatgpt-on-retinal-vascular-disease-classification-cross-sectional-study.bib

### GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost
- Authors: Qingcheng Zeng, Lucas Garay, Peilin Zhou, Dading Chong, Yining Hua, Jiageng Wu, Yikang Pan, Han Zhou, Rob Voigt, Jie Yang
- Venue: International Joint Conference on Artificial Intelligence (IJCAI)
- Year: 2023
- Publication URL: https://arxiv.org/abs/2211.06993
- Citation page: https://ylab.top/citation/greenplm-cross-lingual-transfer-of-monolingual-pre-trained-language-models-at-almost-no-cost/
- BibTeX: https://ylab.top/bib/greenplm-cross-lingual-transfer-of-monolingual-pre-trained-language-models-at-almost-no-cost.bib

### Efficacy of WeChat-Based Online Smoking Cessation Intervention ('WeChat WeQuit') in China: A Randomised Controlled Trial
- Authors: Jinsong Tang, Jie Yang, Yi Liu, Xiaocong Liu, Ling Li, Yunkai Sun, Jieyin Jin, Yehong Fang, Zitang Zhou, Yunfei Wang, Yueheng Liu, Wei Chen, Ann McNeill, Brian Kelly, Joanna E Cohen, Yanhui Liao
- Venue: eClinicalMedicine
- Year: 2023
- Publication URL: https://www.thelancet.com/journals/eclinm/article/PIIS2589-5370(23)00186-4/fulltext
- Citation page: https://ylab.top/citation/efficacy-of-wechat-based-online-smoking-cessation-intervention-wechat-wequit-in-china-a-randomised-controlled-trial/
- BibTeX: https://ylab.top/bib/efficacy-of-wechat-based-online-smoking-cessation-intervention-wechat-wequit-in-china-a-randomised-controlled-trial.bib

### Exploring Social Media for Early Detection of Depression in COVID-19 Patients
- Authors: Jiageng Wu, Xian Wu, Yining Hua, Shixu Lin, Yefeng Zheng, Jie Yang
- Venue: The Web Conference (WWW)
- Year: 2023
- Publication URL: https://arxiv.org/abs/2302.12044
- Citation page: https://ylab.top/citation/exploring-social-media-for-early-detection-of-depression-in-covid-19-patients/
- BibTeX: https://ylab.top/bib/exploring-social-media-for-early-detection-of-depression-in-covid-19-patients.bib

### Trend and Co-occurrence Network of COVID-19 Symptoms Through Large-Scale Social Media: Infoveillance Study
- Authors: Jiageng Wu, Lumin Wang, Yining Hua, Minghui Li, Li Zhou, David W Bates, Jie Yang
- Venue: Journal of Medical Internet Research
- Year: 2023
- Publication URL: https://www.jmir.org/2023/1/e45419
- Citation page: https://ylab.top/citation/trend-and-co-occurrence-network-of-covid-19-symptoms-through-large-scale-social-media-infoveillance-study/
- BibTeX: https://ylab.top/bib/trend-and-co-occurrence-network-of-covid-19-symptoms-through-large-scale-social-media-infoveillance-study.bib

### Better Pay Attention Whilst Fuzzing
- Authors: Shunkai Zhu, Jingyi Wang, Jun Sun, Jie Yang, Xingwei Lin, Liyi Zhang, Peng Cheng
- Venue: IEEE Transactions on Software Engineering
- Year: 2023
- Citation page: https://ylab.top/citation/better-pay-attention-whilst-fuzzing/
- BibTeX: https://ylab.top/bib/better-pay-attention-whilst-fuzzing.bib

### Transforming Retinal Vascular Disease Classification: A Comprehensive Analysis of ChatGPT's Performance and Inference Abilities
- Authors: Xiaocong Liu, Jiageng Wu, An Shao, Wenyue Shen, Panpan Ye, Yao Wang, Juan Ye, Kai Jin, Jie Yang
- Venue: American Medical Informatics Association Annual Symposium (AMIA)
- Year: 2023
- Citation page: https://ylab.top/citation/transforming-retinal-vascular-disease-classification-a-comprehensive-analysis-of-chatgpt-s-performance-and-inference-abilities/
- BibTeX: https://ylab.top/bib/transforming-retinal-vascular-disease-classification-a-comprehensive-analysis-of-chatgpt-s-performance-and-inference-abilities.bib

### YATO: Yet Another Deep Learning Based Text Analysis Open Toolkit
- Authors: Zeqiang Wang, Yile Wang, Jiageng Wu, Zhiyang Teng, Jie Yang
- Venue: Conference on Empirical Methods in Natural Language Processing (EMNLP), Demo
- Year: 2023
- Publication URL: https://arxiv.org/abs/2209.13877
- Citation page: https://ylab.top/citation/yato-yet-another-deep-learning-based-text-analysis-open-toolkit/
- BibTeX: https://ylab.top/bib/yato-yet-another-deep-learning-based-text-analysis-open-toolkit.bib

### Genetically Predicted Sex Hormone Levels and Health Outcomes: Phenome-Wide Mendelian Randomization Investigation
- Authors: Shuai Yuan, Lijuan Wang, Jing Sun, Lili Yu, Xuan Zhou, Jie Yang, Yimin Zhu, Dipender Gill, Stephen Burgess, Joshua C Denny
- Venue: International Journal of Epidemiology
- Year: 2022
- Publication URL: https://academic.oup.com/ije/article/51/6/1931/6590882
- Citation page: https://ylab.top/citation/genetically-predicted-sex-hormone-levels-and-health-outcomes-phenome-wide-mendelian-randomization-investigation/
- BibTeX: https://ylab.top/bib/genetically-predicted-sex-hormone-levels-and-health-outcomes-phenome-wide-mendelian-randomization-investigation.bib

### METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets
- Authors: Peilin Zhou, Zeqiang Wang, Dading Chong, Zhijiang Guo, Yining Hua, Zichang Su, Zhiyang Teng, Jiageng Wu, Jie Yang
- Venue: Conference on Neural Information Processing Systems (NeurIPS)
- Year: 2022
- Publication URL: https://openreview.net/forum?id=GP1Ncd8nTgn
- Citation page: https://ylab.top/citation/mets-cov-a-dataset-of-medical-entity-and-targeted-sentiment-on-covid-19-related-tweets/
- BibTeX: https://ylab.top/bib/mets-cov-a-dataset-of-medical-entity-and-targeted-sentiment-on-covid-19-related-tweets.bib

### Tracking the Impact of COVID-19 and Lockdown Policies on Public Mental Health Using Social Media: Infoveillance Study
- Authors: Minghui Li, Yining Hua, Yanhui Liao, Li Zhou, Xue Li, Ling Wang, Jie Yang
- Venue: Journal of Medical Internet Research
- Year: 2022
- Publication URL: https://www.jmir.org/2022/10/e39676/
- Citation page: https://ylab.top/citation/tracking-the-impact-of-covid-19-and-lockdown-policies-on-public-mental-health-using-social-media-infoveillance-study/
- BibTeX: https://ylab.top/bib/tracking-the-impact-of-covid-19-and-lockdown-policies-on-public-mental-health-using-social-media-infoveillance-study.bib

### Low-resource Accent Classification in Geographically-Proximate Settings: A Forensic and Sociophonetics Perspective
- Authors: Qingcheng Zeng, Dading Chong, Peilin Zhou, Jie Yang
- Venue: Annual Conference of the International Speech Communication Association (INTERSPEECH)
- Year: 2022
- Publication URL: https://arxiv.org/abs/2206.12759
- Citation page: https://ylab.top/citation/low-resource-accent-classification-in-geographically-proximate-settings-a-forensic-and-sociophonetics-perspective/
- BibTeX: https://ylab.top/bib/low-resource-accent-classification-in-geographically-proximate-settings-a-forensic-and-sociophonetics-perspective.bib

### Natural Language Processing to Identify Abnormal Breast, Lung, and Cervical Cancer Screening Test Results from Unstructured Reports to Support Timely Follow-up
- Authors: Courtney J Diamond, John Laurentiev, Jie Yang, Amy Wint, Kimberly A Harris, Tin H Dang, Amrita Mecker, Emily B Carpenter, Anna N Tosteson, Adam Wright
- Venue: Studies in Health Technology and Informatics
- Year: 2022
- Publication URL: https://ebooks.iospress.nl/doi/10.3233/SHTI220112
- Citation page: https://ylab.top/citation/natural-language-processing-to-identify-abnormal-breast-lung-and-cervical-cancer-screening-test-results-from-unstructured-reports-to-support-timely-follow-up/
- BibTeX: https://ylab.top/bib/natural-language-processing-to-identify-abnormal-breast-lung-and-cervical-cancer-screening-test-results-from-unstructured-reports-to-support-timely-follow-up.bib

### Using Twitter Data to Understand Public Perceptions of Approved versus Off-label Use for COVID-19-related Medications
- Authors: Yining Hua, Hang Jiang, Shixu Lin, Jie Yang, Joseph M Plasek, David W Bates, Li Zhou
- Venue: Journal of the American Medical Informatics Association
- Year: 2022
- Publication URL: https://academic.oup.com/jamia/article/29/10/1668/6625661
- Citation page: https://ylab.top/citation/using-twitter-data-to-understand-public-perceptions-of-approved-versus-off-label-use-for-covid-19-related-medications/
- BibTeX: https://ylab.top/bib/using-twitter-data-to-understand-public-perceptions-of-approved-versus-off-label-use-for-covid-19-related-medications.bib

### Development and Validation of a Deep Learning Model for Earlier Detection of Cognitive Decline from Clinical Notes in Electronic Health Records
- Authors: Liqin Wang, John Laurentiev, Jie Yang, Ying-Chih Lo, Rebecca E. Amariglio, Deborah Blacker, Reisa A. Sperling, Gad A. Marshall, Li Zhou
- Venue: JAMA Network Open
- Year: 2021
- Publication URL: https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2786292
- Citation page: https://ylab.top/citation/development-and-validation-of-a-deep-learning-model-for-earlier-detection-of-cognitive-decline-from-clinical-notes-in-electronic-health-records/
- BibTeX: https://ylab.top/bib/development-and-validation-of-a-deep-learning-model-for-earlier-detection-of-cognitive-decline-from-clinical-notes-in-electronic-health-records.bib

### Assessing the Prognostic Significance of Tumor-Infiltrating Lymphocytes in Patients With Melanoma Using Pathologic Features Identified by Natural Language Processing
- Authors: Jie Yang, John Lian, Yen Po Chin, Liqin Wang, Anna Lian, George F. Murphy, Li Zhou
- Venue: JAMA Network Open
- Year: 2021
- Publication URL: https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2784429
- Citation page: https://ylab.top/citation/assessing-the-prognostic-significance-of-tumor-infiltrating-lymphocytes-in-patients-with-melanoma-using-pathologic-features-identified-by-natural-language-processing/
- BibTeX: https://ylab.top/bib/assessing-the-prognostic-significance-of-tumor-infiltrating-lymphocytes-in-patients-with-melanoma-using-pathologic-features-identified-by-natural-language-processing.bib

### Sentiment Correlation in Financial News Networks and Associated Market Movements
- Authors: Xingchen Wan, Jie Yang, Slavi Marinov, Jan-Peter Calliess, Stefan Zohren, Xiaowen Dong
- Venue: Scientific Reports
- Year: 2021
- Publication URL: https://www.nature.com/articles/s41598-021-82338-3
- Citation page: https://ylab.top/citation/sentiment-correlation-in-financial-news-networks-and-associated-market-movements/
- BibTeX: https://ylab.top/bib/sentiment-correlation-in-financial-news-networks-and-associated-market-movements.bib

### Multilevel Follow-up of Cancer Screening (mFOCUS): Protocol for a Multilevel Intervention to Improve the Follow-up of Abnormal Cancer Screening Test Results
- Authors: Jennifer S Haas, Steven J Atlas, Adam Wright, E John Orav, David G Aman, Erica S Breslau, Timothy E Burdick, Emily Carpenter, Frank Chang, Tin Dang, Jie Yang, Li Zhou, Anna Tosteson
- Venue: Contemporary Clinical Trials
- Year: 2021
- Publication URL: https://www.sciencedirect.com/science/article/pii/S155171442100269X
- Citation page: https://ylab.top/citation/multilevel-follow-up-of-cancer-screening-mfocus-protocol-for-a-multilevel-intervention-to-improve-the-follow-up-of-abnormal-cancer-screening-test-results/
- BibTeX: https://ylab.top/bib/multilevel-follow-up-of-cancer-screening-mfocus-protocol-for-a-multilevel-intervention-to-improve-the-follow-up-of-abnormal-cancer-screening-test-results.bib

### Development and Validation of a Deep Learning Model for Detection of Allergic Reactions Using Safety Event Reports Across Hospitals
- Authors: Jie Yang, Liqin Wang, Neelam A. Phadke, Paige G. Wickner, Christian M. Mancini, Kimberly G. Blumenthal, Li Zhou
- Venue: JAMA Network Open
- Year: 2020
- Publication URL: https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2772992
- Citation page: https://ylab.top/citation/development-and-validation-of-a-deep-learning-model-for-detection-of-allergic-reactions-using-safety-event-reports-across-hospitals/
- BibTeX: https://ylab.top/bib/development-and-validation-of-a-deep-learning-model-for-detection-of-allergic-reactions-using-safety-event-reports-across-hospitals.bib

### Deep Learning to Detect Allergy Events from Hospital Safety Reports
- Authors: Jie Yang, Liqin Wang, Neelam A Phadke, Paige G Wickner, Christian M Mancini, Kimberly G Blumenthal, Li Zhou
- Venue: American Medical Informatics Association Annual Symposium (AMIA)
- Year: 2020
- Citation page: https://ylab.top/citation/deep-learning-to-detect-allergy-events-from-hospital-safety-reports/
- BibTeX: https://ylab.top/bib/deep-learning-to-detect-allergy-events-from-hospital-safety-reports.bib

### Implementing an IT-Based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: the mFOCUS Trial
- Authors: Courtney Diamond, Steven Atlas, Tin Dang, Jie Yang, Li Zhou, Sanja Percac-Lima, Amy Wint, Kimberly Harris, John Orav, Erica Breslau, Shoshana Hort, Anna Tosteson, Jennifer Haas, Adam Wright
- Venue: American Medical Informatics Association Annual Symposium (AMIA)
- Year: 2020
- Citation page: https://ylab.top/citation/implementing-an-it-based-intervention-to-improve-follow-up-rates-of-abnormal-cancer-screening-results-the-mfocus-trial/
- BibTeX: https://ylab.top/bib/implementing-an-it-based-intervention-to-improve-follow-up-rates-of-abnormal-cancer-screening-results-the-mfocus-trial.bib

### Allergic Reactions in Two Academic Medical Centers
- Authors: Neelam A. Phadke, Li Zhou, Christian M. Mancini, Jie Yang, Liqin Wang, Paige Wickner, Xiaoqing Fu, Kimberly G. Blumenthal
- Venue: Journal of General Internal Medicine
- Year: 2020
- Publication URL: https://link.springer.com/article/10.1007/s11606-020-06190-6
- Citation page: https://ylab.top/citation/allergic-reactions-in-two-academic-medical-centers/
- BibTeX: https://ylab.top/bib/allergic-reactions-in-two-academic-medical-centers.bib

### Disparities in Outpatient Visits for Mental Health and/or Substance Use Disorders During the COVID-19 Surge and Partial Reopening in Massachusetts
- Authors: Jie Yang, Mary B. Landrum, Li Zhou, Alisa B Busch
- Venue: General Hospital Psychiatry
- Year: 2020
- Publication URL: https://www.sciencedirect.com/science/article/pii/S0163834320301407
- Citation page: https://ylab.top/citation/disparities-in-outpatient-visits-for-mental-health-and-or-substance-use-disorders-during-the-covid-19-surge-and-partial-reopening-in-massachusetts/
- BibTeX: https://ylab.top/bib/disparities-in-outpatient-visits-for-mental-health-and-or-substance-use-disorders-during-the-covid-19-surge-and-partial-reopening-in-massachusetts.bib

### Lattice LSTM for Chinese Sentence Representation
- Authors: Yue Zhang, Yile Wang, Jie Yang
- Venue: IEEE/ACM Transactions on Audio, Speech, and Language Processing
- Year: 2020
- Publication URL: https://ieeexplore.ieee.org/document/9082853
- Citation page: https://ylab.top/citation/lattice-lstm-for-chinese-sentence-representation/
- BibTeX: https://ylab.top/bib/lattice-lstm-for-chinese-sentence-representation.bib

### Subword Encoding in Lattice LSTM for Chinese Word Segmentation
- Authors: Jie Yang, Yue Zhang, Shuailong Liang
- Venue: Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
- Year: 2019
- Publication URL: https://aclanthology.org/N19-1278/
- Citation page: https://ylab.top/citation/subword-encoding-in-lattice-lstm-for-chinese-word-segmentation/
- BibTeX: https://ylab.top/bib/subword-encoding-in-lattice-lstm-for-chinese-word-segmentation.bib

### Mining Clinical Phrases from Nursing Notes to Discover Risk Factors of Patient Deterioration
- Authors: Zfania T. 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
- Venue: International Journal of Medical Informatics
- Year: 2019
- Publication URL: https://www.sciencedirect.com/science/article/pii/S1386505619309682
- Citation page: https://ylab.top/citation/mining-clinical-phrases-from-nursing-notes-to-discover-risk-factors-of-patient-deterioration/
- BibTeX: https://ylab.top/bib/mining-clinical-phrases-from-nursing-notes-to-discover-risk-factors-of-patient-deterioration.bib

### From Genesis to Creole Language: Transfer Learning for Singlish Universal Dependencies Parsing and POS Tagging
- Authors: Hongming Wang, Jie Yang, Yue Zhang
- Venue: ACM Transactions on Asian and Low-Resource Language Information Processing
- Year: 2019
- Publication URL: https://dl.acm.org/doi/10.1145/3321128
- Citation page: https://ylab.top/citation/from-genesis-to-creole-language-transfer-learning-for-singlish-universal-dependencies-parsing-and-pos-tagging/
- BibTeX: https://ylab.top/bib/from-genesis-to-creole-language-transfer-learning-for-singlish-universal-dependencies-parsing-and-pos-tagging.bib

### Design Challenges and Misconceptions in Neural Sequence Labeling
- Authors: Jie Yang, Shuailong Liang, Yue Zhang
- Venue: International Conference on Computational Linguistics (COLING)
- Year: 2018
- Publication URL: https://aclanthology.org/C18-1327/
- Citation page: https://ylab.top/citation/design-challenges-and-misconceptions-in-neural-sequence-labeling/
- BibTeX: https://ylab.top/bib/design-challenges-and-misconceptions-in-neural-sequence-labeling.bib

### NCRF++: An Open-source Neural Sequence Labeling Toolkit
- Authors: Jie Yang, Yue Zhang
- Venue: Annual Meeting of the Association for Computational Linguistics (ACL), Demo
- Year: 2018
- Publication URL: https://aclanthology.org/P18-4013/
- Citation page: https://ylab.top/citation/ncrf-an-open-source-neural-sequence-labeling-toolkit/
- BibTeX: https://ylab.top/bib/ncrf-an-open-source-neural-sequence-labeling-toolkit.bib

### Chinese NER Using Lattice LSTM
- Authors: Yue Zhang, Jie Yang
- Venue: Annual Meeting of the Association for Computational Linguistics (ACL)
- Year: 2018
- Publication URL: https://aclanthology.org/P18-1144/
- Citation page: https://ylab.top/citation/chinese-ner-using-lattice-lstm/
- BibTeX: https://ylab.top/bib/chinese-ner-using-lattice-lstm.bib

### YEDDA: A Lightweight Collaborative Text Span Annotation Tool
- Authors: Jie Yang, Yue Zhang, Linwei Li, Xingxuan Li
- Venue: Annual Meeting of the Association for Computational Linguistics (ACL), Demo
- Year: 2018
- Publication URL: https://aclanthology.org/P18-4006/
- Citation page: https://ylab.top/citation/yedda-a-lightweight-collaborative-text-span-annotation-tool/
- BibTeX: https://ylab.top/bib/yedda-a-lightweight-collaborative-text-span-annotation-tool.bib

### Neural Word Segmentation with Rich Pretraining
- Authors: Jie Yang, Yue Zhang, Fei Dong
- Venue: Annual Meeting of the Association for Computational Linguistics (ACL)
- Year: 2017
- Publication URL: https://aclanthology.org/P17-1078/
- Citation page: https://ylab.top/citation/neural-word-segmentation-with-rich-pretraining/
- BibTeX: https://ylab.top/bib/neural-word-segmentation-with-rich-pretraining.bib

### Universal Dependencies Parsing for Colloquial Singaporean English
- Authors: Hongmin Wang, Yue Zhang, Guang Yow Leonard Chan, Jie Yang, Hai Leong Chieu
- Venue: Annual Meeting of the Association for Computational Linguistics (ACL)
- Year: 2017
- Publication URL: https://aclanthology.org/P17-1159/
- Citation page: https://ylab.top/citation/universal-dependencies-parsing-for-colloquial-singaporean-english/
- BibTeX: https://ylab.top/bib/universal-dependencies-parsing-for-colloquial-singaporean-english.bib

### Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring
- Authors: Fei Dong, Yue Zhang, Jie Yang
- Venue: Conference on Computational Natural Language Learning (CoNLL)
- Year: 2017
- Publication URL: https://aclanthology.org/K17-1017/
- Citation page: https://ylab.top/citation/attention-based-recurrent-convolutional-neural-network-for-automatic-essay-scoring/
- BibTeX: https://ylab.top/bib/attention-based-recurrent-convolutional-neural-network-for-automatic-essay-scoring.bib

### Neural Reranking for Named Entity Recognition
- Authors: Jie Yang, Yue Zhang, Fei Dong
- Venue: Recent Advances in Natural Language Processing (RANLP)
- Year: 2017
- Publication URL: https://aclanthology.org/R17-1101/
- Citation page: https://ylab.top/citation/neural-reranking-for-named-entity-recognition/
- BibTeX: https://ylab.top/bib/neural-reranking-for-named-entity-recognition.bib

### Combining Discrete and Neural Features for Sequence Labeling
- Authors: Jie Yang, Zhiyang Teng, Meishan Zhang, Yue Zhang
- Venue: International Conference on Intelligent Text Processing and Computational Linguistics (CICLing)
- Year: 2016
- Publication URL: https://arxiv.org/abs/1708.07279
- Citation page: https://ylab.top/citation/combining-discrete-and-neural-features-for-sequence-labeling/
- BibTeX: https://ylab.top/bib/combining-discrete-and-neural-features-for-sequence-labeling.bib

### LibN3L: A Lightweight Package for Neural NLP
- Authors: Meishan Zhang, Jie Yang, Zhiyang Teng, Yue Zhang
- Venue: Language Resources and Evaluation Conference (LREC)
- Year: 2016
- Publication URL: https://aclanthology.org/L16-1034/
- Citation page: https://ylab.top/citation/libn3l-a-lightweight-package-for-neural-nlp/
- BibTeX: https://ylab.top/bib/libn3l-a-lightweight-package-for-neural-nlp.bib

### Effects of Defects and Thermal Treatment on the Properties of Graphene
- Authors: Kunpeng Jia, Yajuan Su, Yang Chen, Jun Luo, Jie Yang, Peng Lv, Zihan Zhang, Huilong Zhu, Chao Zhao, Tianchun Ye
- Venue: Vacuum
- Year: 2015
- Publication URL: https://www.sciencedirect.com/science/article/pii/S0042207X15000949
- Citation page: https://ylab.top/citation/effects-of-defects-and-thermal-treatment-on-the-properties-of-graphene/
- BibTeX: https://ylab.top/bib/effects-of-defects-and-thermal-treatment-on-the-properties-of-graphene.bib

### Hysteresis Analysis of Graphene Transistor Under Repeated Test and Gate Voltage Stress
- Authors: Jie Yang, Kunpeng Jia, Yajuan Su, Yang Chen, Chao Zhao
- Venue: Journal of Semiconductors
- Year: 2014
- Publication URL: https://iopscience.iop.org/article/10.1088/1674-4926/35/9/094003
- Citation page: https://ylab.top/citation/hysteresis-analysis-of-graphene-transistor-under-repeated-test-and-gate-voltage-stress/
- BibTeX: https://ylab.top/bib/hysteresis-analysis-of-graphene-transistor-under-repeated-test-and-gate-voltage-stress.bib

### Stability Analysis of a Back-gate Graphene Transistor in Air Environment
- Authors: Kunpeng Jia, Jie Yang, Yajuan Su, Pengfei Nie, Jian Zhong, Qingqing Liang, Huilong Zhu
- Venue: Journal of Semiconductors
- Year: 2013
- Publication URL: https://iopscience.iop.org/article/10.1088/1674-4926/34/8/084004
- Citation page: https://ylab.top/citation/stability-analysis-of-a-back-gate-graphene-transistor-in-air-environment/
- BibTeX: https://ylab.top/bib/stability-analysis-of-a-back-gate-graphene-transistor-in-air-environment.bib