| 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, ... medRxiv, 2023 | 27* | 2023 |
| Zero-shot entity linking with efficient long range sequence modeling Z Yao, L Cao, H Pan Findings of EMNLP 2020, 2020 | 19 | 2020 |
| 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 | 18 | 2022 |
| 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 | 14 | 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 | 12 | 2022 |
| Improving formality style transfer with context-aware rule injection Z Yao, H Yu ACL 2021, 2021 | 12 | 2021 |
| UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? J Wang, Z Yao, A Mitra, S Osebe, Z Yang, H Yu Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023 | 9* | 2023 |
| BioInstruct: Instruction Tuning of Large Language Models for Biomedical Natural Language Processing H Tran, Z Yang, Z Yao, H Yu arXiv preprint arXiv:2310.19975, 2023 | 8* | 2023 |
| 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 | 7 | 2020 |
| 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 | 6 | 2023 |
| 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 | 6 | 2023 |
| 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 | 6 | 2023 |
| 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 arXiv preprint arXiv:2310.15959, 2023 | 5 | 2023 |
| 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 | 5 | 2023 |
| Synthetic imitation edit feedback for factual alignment in clinical summarization P Mishra*, Z Yao*, S Chen, B Wang, R Mittal, H Yu NeurIPS 2023 Workshop SyntheticData4ML, 2023 | 4 | 2023 |
| Improving Summarization with Human Edits Z Yao, BJ Schloss, SP Selvaraj The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 | 4 | 2023 |
| 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 |
| EHRTutor: Enhancing Patient Understanding of Discharge Instructions Z Zhang*, Z Yao*, H Zhou, H Yu NeurIPS'23 Workshop on Generative AI for Education (GAIED), 2023 | 2 | 2023 |
| 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 | 2 | 2020 |
| JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability J Wang, Z Yang, Z Yao, H Yu arXiv preprint arXiv:2402.17887, 2024 | 1 | 2024 |
hong yuProfessor, Director, CHORDS; Professor, Miner school of computer & information sciences, UMassVerified email at uml.edu
