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  2023 (14)
Intentional Self-Harm Among US Veterans With Traumatic Brain Injury or Posttraumatic Stress Disorder: Retrospective Cohort Study From 2008 to 2017. Rawat, B. P. S.; Reisman, J.; Pogoda, T. K; Liu, W.; Rongali, S.; Aseltine Jr, R. H; Chen, K.; Tsai, J.; Berlowitz, D.; Yu, H.; and Carlson, K. F JMIR Public Health and Surveillance, 9: e42803. July 2023.
Intentional Self-Harm Among US Veterans With Traumatic Brain Injury or Posttraumatic Stress Disorder: Retrospective Cohort Study From 2008 to 2017 [link]Paper   doi   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.; Berlowitz, D.; and Yu, H. Transactions of the Association for Computational Linguistics. August 2023. Equal contributions for the first two authors.
PaniniQA: Enhancing Patient Education Through Interactive Question Answering [link]Paper   link   bibtex   abstract  
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations?. Wang, J.; Yao, Z.; Mitra, A.; Osebe, S.; Yang, Z.; and Yu, H. July 2023. MEDIQA-Chat 2023 shared task at ACL, Toronto Canda. Equal contributions from the first two authors.
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? [link]Paper   link   bibtex   abstract  
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  
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
link   bibtex  
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
link   bibtex  
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
doi   link   bibtex   abstract  
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