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2020 – today
- 2024
[j4]Hieu Tran, Zhichao Yang, Zonghai Yao
, Hong Yu:
BioInstruct: instruction tuning of large language models for biomedical natural language processing. J. Am. Medical Informatics Assoc. 31(9): 1821-1832 (2024)- [c17]Junda Wang, Zonghai Yao, Zhichao Yang, Huixue Zhou, Rumeng Li, Xun Wang, Yucheng Xu, Hong Yu:
NoteChat: A Dataset of Synthetic Patient-Physician Conversations Conditioned on Clinical Notes. ACL (Findings) 2024: 15183-15201 - [c16]Parth Vashisht, Abhilasha Lodha, Mukta Maddipatla, Zonghai Yao, Avijit Mitra, Zhichao Yang, Sunjae Kwon, Junda Wang, Hong Yu:
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis. ClinicalNLP@NAACL 2024: 502-525 - [c15]Zonghai Yao, Ahmed Jaafar, Beining Wang, Zhichao Yang, Hong Yu:
Do Clinicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation. BioNLP@ACL 2024: 182-201 - [c14]Vijeta Deshpande, Minhwa Lee, Zonghai Yao, Zihao Zhang, Jason Brian Gibbons, Hong Yu:
LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data. LREC/COLING 2024: 10698-10715 - [c13]Zonghai Yao, Nandyala Siddharth Kantu, Guanghao Wei, Hieu Tran, Zhangqi Duan, Sunjae Kwon, Zhichao Yang, Hong Yu:
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP. EMNLP (Findings) 2024: 12609-12629 - [c12]Jiachen Zhao, Zonghai Yao, Zhichao Yang, Hong Yu:
Large Language Models are In-context Teachers for Knowledge Reasoning. EMNLP (Findings) 2024: 16470-16486 - [c11]Prakamya Mishra, Zonghai Yao, Parth Vashisht, Feiyun Ouyang, Beining Wang, Vidhi Dhaval Mody, Hong Yu:
SYNFAC-EDIT: Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization. EMNLP 2024: 20061-20083 - [c10]Yucheng Xu, Nanbo Li, Arushi Goel, Zonghai Yao, Zijian Guo, Hamidreza Kasaei, Mohammadreza Kasaei, Zhibin Li:
TiV-ODE: A Neural ODE-based Approach for Controllable Video Generation From Text-Image Pairs. ICRA 2024: 14645-14652 - [i29]Vijeta Deshpande, Minhwa Lee, Zonghai Yao, Zihao Zhang, Jason Brian Gibbons, Hong Yu:
LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data. CoRR abs/2402.13452 (2024) - [i28]Prakamya Mishra, Zonghai Yao, Parth Vashisht, Feiyun Ouyang, Beining Wang, Vidhi Dhaval Mody, Hong Yu:
SYNFAC-EDIT: Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization. CoRR abs/2402.13919 (2024) - [i27]Junda Wang, Zhichao Yang, Zonghai Yao, Hong Yu:
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability. CoRR abs/2402.17887 (2024) - [i26]Parth Vashisht, Abhilasha Lodha, Mukta Maddipatla, Zonghai Yao, Avijit Mitra, Zhichao Yang, Junda Wang, Sunjae Kwon, Hong Yu:
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis. CoRR abs/2404.17749 (2024) - [i25]Hieu Tran, Zonghai Yao, Lingxi Li, Hong Yu:
ReadCtrl: Personalizing text generation with readability-controlled instruction learning. CoRR abs/2406.09205 (2024) - [i24]Jung Hoon Lim, Sunjae Kwon, Zonghai Yao, John P. Lalor, Hong Yu:
Large Language Model-based Role-Playing for Personalized Medical Jargon Extraction. CoRR abs/2408.05555 (2024) - [i23]Zonghai Yao, Zihao Zhang, Chaolong Tang, Xingyu Bian, Youxia Zhao, Zhichao Yang, Junda Wang, Huixue Zhou, Won Seok Jang, Feiyun Ouyang, Hong Yu:
MedQA-CS: Benchmarking Large Language Models Clinical Skills Using an AI-SCE Framework. CoRR abs/2410.01553 (2024) - [i22]Anirudh Atmakuru, Jatin Nainani, Rohith Siddhartha Reddy Bheemreddy, Anirudh Lakkaraju, Zonghai Yao, Hamed Zamani, Haw-Shiuan Chang:
CS4: Measuring the Creativity of Large Language Models Automatically by Controlling the Number of Story-Writing Constraints. CoRR abs/2410.04197 (2024) - [i21]Lingxi Li, Zonghai Yao, Sunjae Kwon, Hong Yu:
Blocks Architecture (BloArk): Efficient, Cost-Effective, and Incremental Dataset Architecture for Wikipedia Revision History. CoRR abs/2410.04410 (2024) - 2023
- [j3]Zonghai Yao, Jack Tsai, Weisong Liu, David A. Levy, Emily Druhl, Joel I. Reisman, Hong Yu:
Automated identification of eviction status from electronic health record notes. J. Am. Medical Informatics Assoc. 30(8): 1429-1437 (2023) - [j2]Pengshan Cai, Zonghai Yao, Fei Liu, Dakuo Wang, Meghan Reilly, Huixue Zhou, Lingxi Li, Yi Cao, Alok Kapoor, Adarsha Bajracharya, Dan Berlowitz, Hong Yu:
PaniniQA: Enhancing Patient Education Through Interactive Question Answering. Trans. Assoc. Comput. Linguistics 11: 1518-1536 (2023) - [c9]Zhichao Yang, Sunjae Kwon, Zonghai Yao, Hong Yu:
Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt. AAAI 2023: 5366-5374 - [c8]Haw-Shiuan Chang, Zonghai Yao, Alolika Gon, Hong Yu, Andrew McCallum:
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond. ACL (Findings) 2023: 12707-12730 - [c7]Junda Wang, Zonghai Yao, Avijit Mitra, Samuel Osebe, Zhichao Yang, Hong Yu:
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? ClinicalNLP@ACL 2023: 460-471 - [c6]Zonghai Yao, Benjamin J. Schloss, Sai P. Selvaraj:
Improving Summarization with Human Edits. EMNLP 2023: 2604-2620 - [i20]Yucheng Xu, Nanbo Li, Arushi Goel, Zijian Guo, Zonghai Yao, Hamidreza Kasaei, Mohammadreza Kasaei, Zhibin Li:
Controllable Video Generation by Learning the Underlying Dynamical System with Neural ODE. CoRR abs/2303.05323 (2023) - [i19]Haw-Shiuan Chang, Zonghai Yao, Alolika Gon, Hong Yu, Andrew McCallum:
Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond. CoRR abs/2305.12289 (2023) - [i18]Junda Wang, Zonghai Yao, Avijit Mitra, Samuel Osebe, Zhichao Yang, Hong Yu:
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? CoRR abs/2306.16931 (2023) - [i17]Pengshan Cai, Zonghai Yao, Fei Liu, Dakuo Wang, Meghan Reilly, Huixue Zhou, Lingxi Li, Yi Cao, Alok Kapoor, Adarsha Bajracharya, Dan Berlowitz, Hong Yu:
PaniniQA: Enhancing Patient Education Through Interactive Question Answering. CoRR abs/2308.03253 (2023) - [i16]Zonghai Yao, Benjamin J. Schloss, Sai P. Selvaraj:
Improving Summarization with Human Edits. CoRR abs/2310.05857 (2023) - [i15]Junda Wang, Zonghai Yao, Zhichao Yang, Huixue Zhou, Rumeng Li, Xun Wang, Yucheng Xu, Hong Yu:
NoteChat: A Dataset of Synthetic Doctor-Patient Conversations Conditioned on Clinical Notes. CoRR abs/2310.15959 (2023) - [i14]Zihao Zhang, Zonghai Yao, Huixue Zhou, Feiyun Ouyang, Hong Yu:
EHRTutor: Enhancing Patient Understanding of Discharge Instructions. CoRR abs/2310.19212 (2023) - [i13]Hieu Tran, Zhichao Yang, Zonghai Yao, Hong Yu:
BioInstruct: Instruction Tuning of Large Language Models for Biomedical Natural Language Processing. CoRR abs/2310.19975 (2023) - [i12]Prakamya Mishra, Zonghai Yao, Shuwei Chen, Beining Wang, Rohan Mittal, Hong Yu:
Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization. CoRR abs/2310.20033 (2023) - [i11]Jiachen Zhao, Zonghai Yao, Zhichao Yang, Hong Yu:
SELF-EXPLAIN: Teaching Large Language Models to Reason Complex Questions by Themselves. CoRR abs/2311.06985 (2023) - [i10]Zonghai Yao, Ahmed Jaafar, Beining Wang, Yue Zhu, Zhichao Yang, Hong Yu:
Do Physicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation. CoRR abs/2311.09684 (2023) - [i9]Zonghai Yao, Nandyala Siddharth Kantu, Guanghao Wei, Hieu Tran, Zhangqi Duan, Sunjae Kwon, Zhichao Yang, README annotation team, Hong Yu:
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP. CoRR abs/2312.15561 (2023) - [i8]Xiaocheng Zhang, Zonghai Yao, Hong Yu:
EHR Interaction Between Patients and AI: NoteAid EHR Interaction. CoRR abs/2312.17475 (2023) - 2022
- [c5]Zonghai Yao, Yi Cao, Zhichao Yang, Vijeta Deshpande, Hong Yu:
Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record Context. AMIA 2022 - [c4]Sunjae Kwon, Zonghai Yao, Harmon S. Jordan, David A. Levy, Brian Corner, Hong Yu:
MedJEx: A Medical Jargon Extraction Model with Wiki's Hyperlink Span and Contextualized Masked Language Model Score. EMNLP 2022: 11733-11751 - [i7]Zonghai Yao, Yi Cao, Zhichao Yang, Vijeta Deshpande, Hong Yu:
Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record Context. CoRR abs/2209.07859 (2022) - [i6]Sunjae Kwon, Zonghai Yao, Harmon S. Jordan, David A. Levy, Brian Corner, Hong Yu:
MedJEx: A Medical Jargon Extraction Model with Wiki's Hyperlink Span and Contextualized Masked Language Model Score. CoRR abs/2210.05875 (2022) - [i5]Zonghai Yao, Yi Cao, Zhichao Yang, Hong Yu:
Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing. CoRR abs/2211.10265 (2022) - [i4]Zhichao Yang, Sunjae Kwon, Zonghai Yao, Hong Yu:
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt. CoRR abs/2211.13813 (2022) - [i3]Zonghai Yao, Jack Tsai, Weisong Liu, David A. Levy, Emily Druhl, Joel I. Reisman, Hong Yu:
Automated Identification of Eviction Status from Electronic Health Record Notes. CoRR abs/2212.02762 (2022) - 2021
- [j1]Yinan Liu, Wei Shen, Zonghai Yao, Jianyong Wang, Zhenglu Yang, Xiaojie Yuan:
Named Entity Location Prediction Combining Twitter and Web. IEEE Trans. Knowl. Data Eng. 33(11): 3618-3633 (2021) - [c3]Zonghai Yao, Hong Yu:
Improving Formality Style Transfer with Context-Aware Rule Injection. ACL/IJCNLP (1) 2021: 1561-1570 - [i2]Zonghai Yao, Hong Yu:
Improving Formality Style Transfer with Context-Aware Rule Injection. CoRR abs/2106.00210 (2021) - 2020
- [c2]Swarup Satish, Zonghai Yao, Andrew Drozdov, Boris Veytsman:
The impact of preprint servers in the formation of novel ideas. SDP@EMNLP 2020: 42-55 - [c1]Zonghai Yao, Liangliang Cao, Huapu Pan:
Zero-shot Entity Linking with Efficient Long Range Sequence Modeling. EMNLP (Findings) 2020: 2517-2522 - [i1]Zonghai Yao, Liangliang Cao, Huapu Pan:
Zero-shot Entity Linking with Efficient Long Range Sequence Modeling. CoRR abs/2010.06065 (2020)
Coauthor Index
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last updated on 2024-11-19 21:43 CET by the dblp team
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