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  2023 (13)
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond. Chang, H.; Yao, Z.; Gon, A.; Yu, H.; and McCallum, A. July 2023. ACL 2023, equal contribution from the first two authors.
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond [link]Paper   link   bibtex   abstract  
PaniniQA: Enhancing Patient Education Through Interactive Question Answering. Cai, P.; Yao, Z.; Liu, F.; Wang, D.; Reilly, M.; Zhou, H.; Li, L.; Cao, Y.; Kapoor, A.; Bajracharya, A.; Berlowtiz, D.; and Yu, H. Transactions of the Association for Computational Linguistics. 2023. Accepted. Equal contribution from the first two authors.
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Automated identification of eviction status from electronic health record notes. Yao, Z.; Tsai, J.; Liu, W.; Levy, D. A; Druhl, E.; Reisman, J. I; and Yu, H. Journal of the American Medical Informatics Association,ocad081. May 2023.
Automated identification of eviction status from electronic health record notes [link]Paper   doi   link   bibtex   abstract  
Buprenorphine use and courses of care for opioid use disorder treatment within the Veterans Health Administration. Gordon, A. J.; Saxon, A. J.; Kertesz, S.; Wyse, J. J.; Manhapra, A.; Lin, L. A.; Chen, W.; Hansen, J.; Pinnell, D.; Huynh, T.; Baylis, J. D.; Cunningham, F. E.; Ghitza, U. E.; Bart, G.; Yu, H.; and Sauer, B. C. Drug and Alcohol Dependence, 248: 109902. July 2023.
Buprenorphine use and courses of care for opioid use disorder treatment within the Veterans Health Administration [link]Paper   doi   link   bibtex   abstract  
Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information. Kwon, S.; Garodia, R.; Lee, M.; Yang, Z.; and Yu, H. In Toronto Canada, July 2023. ACL 2023
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Generating User-Engaging News Headlines. Cai, P.; Song, K.; Cho, S.; Wang, H.; Wang, X.; Yu, H.; Liu, F.; and Yu, D. In Toronto, Canada, July 2023. ACL 2023
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Intentional Self-Harm among US Veterans with Traumatic Brain Injury and/or Posttraumatic Stress Disorder: A Retrospective Cohort Study, 2008-2017. Rawat, B. P. S.; Reisman, J.; Pogoda, T. K.; Liu, W.; Rongali, S.; Aseltine, R.; Chen, K.; Tsai, J.; Berlowitz, D. R.; Yu, H.; and Carlson, K. JMIR Public Health and Surveillance. 2023. In Press
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Associations Between Natural Language Processing–Enriched Social Determinants of Health and Suicide Death Among US Veterans. Mitra, A.; Pradhan, R.; Melamed, R. D.; Chen, K.; Hoaglin, D. C.; Tucker, K. L.; Reisman, J. I.; Yang, Z.; Liu, W.; Tsai, J.; and Yu, H. JAMA Network Open, 6(3): e233079–e233079. March 2023. _eprint: https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2802468/mitra_2023_oi_230126_1678209361.50297.pdf
Associations Between Natural Language Processing–Enriched Social Determinants of Health and Suicide Death Among US Veterans [link]Paper   doi   link   bibtex   abstract  
Web Information Extraction for Social Good: Food Pantry Answering As an Example. Chen, H.; and Yu, H. In Austin, TX, May 2023. ACM The Web Conference 2023, Austin TX
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Evaluating the efficacy of NoteAid on EHR note comprehension among US Veterans through Amazon Mechanical Turk. Lalor, J. P.; Wu, H.; Mazor, K. M.; and Yu, H. International Journal of Medical Informatics, 172: 105006. April 2023.
Evaluating the efficacy of NoteAid on EHR note comprehension among US Veterans through Amazon Mechanical Turk [link]Paper   doi   link   bibtex   abstract  
Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing. Yao, Z.; Cao, Y.; Yang, Z.; and Yu, H. March 2023. AMIA 2023 Informatics Summit, Seattle WA
Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing [link]Paper   link   bibtex   abstract  
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt. Yang, Z.; Kwon, S.; Yao, Z.; and Yu, H. February 2023. AAAI 2023, Washington DC
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt [link]Paper   link   bibtex   abstract  
H4H: A Comprehensive Repository of Housing Resources for Homelessness. Osebe, S.; Tsai, J.; and Yu, H. In Seattle WA, USA, March 2023. AMIA 2023 Informatics Summit, Seattle WA
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  2022 (25)
Enhancing the prediction of disease outcomes using electronic health records and pretrained deep learning models. Yang, Z.; Liu, W.; Berlowitz, D.; and Yu, H. December 2022. arXiv:2212.12067 [cs]
Enhancing the prediction of disease outcomes using electronic health records and pretrained deep learning models [link]Paper   doi   link   bibtex   abstract  
Geographic Disparities in Prevalence of Opioid Use Disorders in US Veterans. Li, W.; Leon, C.; Liu, W.; Sung, M. L.; Kerns, R. D.; Becker, W. C.; and Yu, H.