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Zonghai Yao
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Year
Zero-shot entity linking with efficient long range sequence modeling
Z Yao, L Cao, H Pan
Findings of EMNLP 2020, 2020
222020
Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record Context
Z Yao, Y Cao, Z Yang, V Deshpande, H Yu
AMIA 2022 Annual Symposium, 592–601, 2022
192022
NoteChat: A Dataset of Synthetic Doctor-Patient Conversations Conditioned on Clinical Notes
J Wang*, Z Yao*, Z Yang, H Zhou, R Li, X Wang, Y Xu, H Yu
ACL Findings 2024, 2024
17*2024
Performance of Multimodal GPT-4V on USMLE with Image: Potential for Imaging Diagnostic Support with Explanations
Z Yang*, Z Yao*, M Tasmin, P Vashisht, WS Jang, B Wang, D Berlowitz, ...
Under review, 2023
15*2023
MedJEx: A Medical Jargon Extraction Model with Wiki's Hyperlink Span and Contextualized Masked Language Model Score
S Kwon, Z Yao, HS Jordan, DA Levy, B Corner, H Yu
EMNLP 2022, 11733–11751, 2022
152022
Improving formality style transfer with context-aware rule injection
Z Yao, H Yu
ACL 2021, 2021
142021
BioInstruct: Instruction Tuning of Large Language Models for Biomedical Natural Language Processing
H Tran, Z Yang, Z Yao, H Yu
Journal of the American Medical Informatics Association, ocae122, https …, 2024
13*2024
Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing
Z Yao, Y Cao, Z Yang, H Yu
AMIA 2023 Informatics Summit, 2023
132023
Multi-label few-shot ICD coding as autoregressive generation with prompt
Z Yang, S Kwon, Z Yao, H Yu
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 5366-5374, 2023
102023
Improving Summarization with Human Edits
Z Yao, BJ Schloss, SP Selvaraj
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
82023
Jmlr: Joint medical llm and retrieval training for enhancing reasoning and professional question answering capability
J Wang, Z Yang, Z Yao, H Yu
Under review, 2024
72024
PaniniQA: Enhancing Patient Education Through Interactive Question Answering
P Cai*, Z Yao*, F Liu, D Wang, M Reilly, H Zhou, L Li, Y Cao, A Kapoor, ...
Transactions of the Association for Computational Linguistics (TACL), 2023
72023
Automated identification of eviction status from electronic health record notes
Z Yao, J Tsai, W Liu, DA Levy, E Druhl, JI Reisman, H Yu
Journal of the American Medical Informatics Association 30 (8), 1429-1437, 2023
72023
Named entity location prediction combining twitter and web
Y Liu, W Shen, Z Yao, J Wang, Z Yang, X Yuan
IEEE Transactions on Knowledge and Data Engineering 33 (11), 3618-3633, 2020
72020
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond
HS Chang*, Z Yao*, A Gon, H Yu, A McCallum
ACL Findings 2023, 2023
62023
SYNFAC-EDIT: Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization
P Mishra*, Z Yao*, P Vashisht, F Ouyang, B Wang, VD Mody, H Yu
Under review, 2024
4*2024
TiV-ODE: A Neural ODE-based Approach for Controllable Video Generation From Text-Image Pairs
Y Xu, L Nanbo, A Goel, Z Yao, Z Guo, H Kasaei, M Kasaei, A Li
2024 IEEE International Conference on Robotics and Automation, 2024
3*2024
The impact of preprint servers in the formation of novel ideas
S Satish*, Z Yao*, A Drozdov, B Veytsman
Proceedings of the First Workshop on Scholarly Document Processing, 2020
32020
EHR Interaction Between Patients and AI: NoteAid EHR Interaction
X Zhang*, Z Yao*, H Yu
AAAI2024 Workshop on AI for Education (AI4ED), 2023
22023
Readme: Bridging medical jargon and lay understanding for patient education through data-centric nlp
Z Yao, NS Kantu, G Wei, H Tran, Z Duan, S Kwon, Z Yang, H Yu
Under review, 2023
22023
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Articles 1–20