Zonghai Yao

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 40

Top Topics

Text Generation

Medical Knowledge

Top Venues

Publications

Junda Wang, Zhichao Yang, Zonghai Yao, Hong Yu
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability. CoRR (2024)
Hieu Tran, Zonghai Yao, Lingxi Li, Hong Yu
ReadCtrl: Personalizing text generation with readability-controlled instruction learning. CoRR (2024)
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)
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 (2024)
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 (2024)
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)
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 (2024)
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)
Zonghai Yao, Benjamin J. Schloss, Sai P. Selvaraj
Improving Summarization with Human Edits. CoRR (2023)
Prakamya Mishra, Zonghai Yao, Shuwei Chen, Beining Wang, Rohan Mittal, Hong Yu
Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization. CoRR (2023)
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) (2023)
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 (2023)
Zihao Zhang, Zonghai Yao, Huixue Zhou, Feiyun ouyang, Hong Yu
EHRTutor: Enhancing Patient Understanding of Discharge Instructions. CoRR (2023)
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 (2023)
Zhichao Yang, Sunjae Kwon, Zonghai Yao, Hong Yu
Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt. AAAI (2023)
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 (2023)
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)
Yucheng Xu, Nanbo Li, Arushi Goel, Zijian Guo, Zonghai Yao, Hamidreza Kasaei, Mohammadreze Kasaei, Zhibin Li
Controllable Video Generation by Learning the Underlying Dynamical System with Neural ODE. CoRR (2023)
Zonghai Yao, Benjamin J. Schloss, Sai P. Selvaraj
Improving Summarization with Human Edits. EMNLP (2023)
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 (2023)
Hieu Tran, Zhichao Yang, Zonghai Yao, Hong Yu
BioInstruct: Instruction Tuning of Large Language Models for Biomedical Natural Language Processing. CoRR (2023)
Jiachen Zhao, Zonghai Yao, Zhichao Yang, Hong Yu
SELF-EXPLAIN: Teaching Large Language Models to Reason Complex Questions by Themselves. CoRR (2023)
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 (2023)
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 (2023)
Xiaocheng Zhang, Zonghai Yao, Hong Yu
EHR Interaction Between Patients and AI: NoteAid EHR Interaction. CoRR (2023)
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)
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 (2023)
Zonghai Yao, Yi Cao, Zhichao Yang, Vijeta Deshpande, Hong Yu
Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record Context. CoRR (2022)
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 (2022)
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)
Zhichao Yang, Sunjae Kwon, Zonghai Yao, Hong Yu
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt. CoRR (2022)
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)
Zonghai Yao, Yi Cao, Zhichao Yang, Hong Yu
Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing. CoRR (2022)
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 (2022)
Zonghai Yao, Hong Yu
Improving Formality Style Transfer with Context-Aware Rule Injection. ACL/IJCNLP (1) (2021)
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) (2021)
Zonghai Yao, Hong Yu
Improving Formality Style Transfer with Context-Aware Rule Injection. CoRR (2021)
Swarup Satish, Zonghai Yao, Andrew Drozdov, Boris Veytsman
The impact of preprint servers in the formation of novel ideas. SDP@EMNLP (2020)
Zonghai Yao, Liangliang Cao, Huapu Pan
Zero-shot Entity Linking with Efficient Long Range Sequence Modeling. EMNLP (Findings) (2020)
Zonghai Yao, Liangliang Cao, Huapu Pan
Zero-shot Entity Linking with Efficient Long Range Sequence Modeling. CoRR (2020)