| 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 | 32 | 2024 |
| Unveiling GPT-4V's hidden challenges behind high accuracy on USMLE questions: Observational Study Z Yang*, Z Yao*, M Tasmin, P Vashisht, WS Jang, F Ouyang, B Wang, ... Journal of Medical Internet Research 27, e65146, 2025 | 28* | 2025 |
| 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 Findings of the Association for Computational Linguistics ACL 2024, 15183-15201, 2024 | 28* | 2024 |
| 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 31 (9), 1821–1832, 2024 | 27 | 2024 |
| Zero-shot entity linking with efficient long range sequence modeling Z Yao, L Cao, H Pan Findings of EMNLP 2020, 2020 | 23 | 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 | 21 | 2022 |
| 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 Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 19 | 2022 |
| 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 | 16* | 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 | 16 | 2023 |
| 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 |
| Improving formality style transfer with context-aware rule injection Z Yao, H Yu ACL 2021, 2021 | 14 | 2021 |
| Large Language Models are In-context Teachers for Knowledge Reasoning J Zhao, Z Yao, Z Yang, H Yu Findings of the Association for Computational Linguistics: EMNLP 2024, 2024 | 13* | 2024 |
| Improving Summarization with Human Edits Z Yao, BJ Schloss, SP Selvaraj The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 | 11 | 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 | 11 | 2020 |
| 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 Findings of the Association for Computational Linguistics: ACL 2023, 12707–12730, 2023 | 9 | 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 | 8 | 2023 |
| 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 The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024 | 7* | 2024 |
| 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 Findings of the Association for Computational Linguistics: EMNLP 2024, 2024 | 5 | 2024 |
| TiV-ODE: A Neural ODE-based Approach for Controllable Video Generation From Text-Image Pairs Y Xu, N Li, A Goel, Z Yao, Z Guo, H Kasaei, M Kasaei, Z Li 2024 IEEE International Conference on Robotics and Automation (ICRA), 14645 …, 2024 | 4* | 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 | 3 | 2020 |
hong yuProfessor, Director, CHORDS; Professor, Miner school of computer & information sciences, UMassAdresse e-mail validée de uml.edu