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Zhichao Yang 0001
Person information
- affiliation: University of Massachusetts Amherst, MA, USA
Other persons with the same name
- Zhichao Yang 0002
— Naval University of Engineering, Department of Information Security, Wuhan, China (and 1 more)
- Zhichao Yang 0003 — University of New South Wales, Sydney, Australia
- Zhichao Yang 0004 — China Electric Power Research Institute, Beijing, China
- Zhichao Yang 0005
- Zhichao Yang 0006 — Tianjin University, Tianjin, China
- Zhichao Yang 0007 — Nanjing University of Information Science and Technology, China
- Zhichao Yang 0008 — Baidu Research, Institute of Deep Learning, Beijing, China
- Zhichao Yang 0009 — Nankai University, Institute of Robotics and Automatic Information System, College of Artificial Intelligence, Tianjin, China
- Zhichao Yang 0010 — Jiangsu University, School of Computer Science and Communication Engineering, Zhenjiang, China
- Zhichao Yang 0011 — University of Maryland, Department of Civil and Environmental Engineering, College Park, MD, USA
- Zhichao Yang 0012 — Inner Mongolia Agricultural University, College of Energy and Transportation Engineering, Hohhot, China
- Zhichao Yang 0013
- Zhichao Yang 0014 — Lanzhou University, School of Information Science and Engineering, China
- Zhichao Yang 0015
- Zhichao Yang 0016 — Henan University of Science and Technology, China
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2020 – today
- 2024
- [j2]Hieu Tran, Zhichao Yang, Zonghai Yao
BioInstruct: instruction tuning of large language models for biomedical natural language processing. J. Am. Medical Informatics Assoc. 31(9): 1821-1832 (2024) - [c14]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 - [c13]Zhichao Yang, Avijit Mitra, Sunjae Kwon, Hong Yu:
ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes. ClinicalNLP@NAACL 2024: 54-63 - [c12]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 - [c11]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 - [c10]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 - [c9]Jiachen Zhao, Zonghai Yao, Zhichao Yang, Hong Yu:
Large Language Models are In-context Teachers for Knowledge Reasoning. EMNLP (Findings) 2024: 16470-16486 - [i24]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) - [i23]Zhichao Yang, Avijit Mitra, Sunjae Kwon, Hong Yu:
ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes. CoRR abs/2403.05795 (2024) - [i22]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) - [i21]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) - [i20]Zonghai Yao, Aditya Parashar, Huixue Zhou, Won Seok Jang, Feiyun Ouyang, Zhichao Yang, Hong Yu:
MCQG-SRefine: Multiple Choice Question Generation and Evaluation with Iterative Self-Critique, Correction, and Comparison Feedback. CoRR abs/2410.13191 (2024) - [i19]Jiatan Huang, Mingchen Li, Zonghai Yao, Zhichao Yang, Yongkang Xiao, Feiyun Ouyang, Xiaohan Li, Shuo Han, Hong Yu:
RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs. CoRR abs/2410.13987 (2024) - 2023
- [c8]Zhichao Yang
Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt. AAAI 2023: 5366-5374 - [c7]Sunjae Kwon, Rishabh Garodia, Minhwa Lee, Zhichao Yang, Hong Yu:
Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information. ACL (1) 2023: 1583-1598 - [c6]Mengxue Zhang, Zichao Wang, Zhichao Yang, Weiqi Feng, Andrew S. Lan:
Interpretable Math Word Problem Solution Generation via Step-by-step Planning. ACL (1) 2023: 6858-6877 - [c5]Junda Wang, Zonghai Yao
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? ClinicalNLP@ACL 2023: 460-471 - [i18]Sunjae Kwon, Rishabh Garodia, Minhwa Lee, Zhichao Yang, Hong Yu:
Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information. CoRR abs/2305.01788 (2023) - [i17]Mengxue Zhang, Zichao Wang, Zhichao Yang, Weiqi Feng, Andrew S. Lan:
Interpretable Math Word Problem Solution Generation Via Step-by-step Planning. CoRR abs/2306.00784 (2023) - [i16]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) - [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]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) - [i13]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) - [i12]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) - [i11]Zhichao Yang, Sanjit Singh Batra, Joel Stremmel, Eran Halperin:
Surpassing GPT-4 Medical Coding with a Two-Stage Approach. CoRR abs/2311.13735 (2023) - [i10]Zonghai Yao, Nandyala Siddharth Kantu, Guanghao Wei
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP. CoRR abs/2312.15561 (2023) - 2022
- [c4]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 - [c3]Zhichao Yang
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding. EMNLP (Findings) 2022: 1767-1781 - [i9]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) - [i8]Zhichao Yang, Shufan Wang, Bhanu Pratap Singh Rawat, Avijit Mitra
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding. CoRR abs/2210.03304 (2022) - [i7]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) - [i6]Zhichao Yang, Sunjae Kwon, Zonghai Yao, Hong Yu:
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt. CoRR abs/2211.13813 (2022) - [i5]Sunjae Kwon, Zhichao Yang, Hong Yu:
An Automatic SOAP Classification System Using Weakly Supervision And Transfer Learning. CoRR abs/2211.14539 (2022) - [i4]Avijit Mitra
Associations Between Natural Language Processing (NLP) Enriched Social Determinants of Health and Suicide Death among US Veterans. CoRR abs/2212.05546 (2022) - [i3]Zhichao Yang, Weisong Liu, Dan Berlowitz, Hong Yu:
Enhancing the prediction of disease outcomes using electronic health records and pretrained deep learning models. CoRR abs/2212.12067 (2022) - 2020
- [c2]Zhichao Yang, Hong Yu:
Generating Accurate EHR Assessment from Medical Graph. EMNLP (Findings) 2020: 3764-3773
2010 – 2019
- 2019
- [j1]Qing Yang, Ling He, Xingxing Liu, Zhichao Yang:
Computer-aided industrial development path optimization: a case from "Optics Valley of China". Clust. Comput. 22(Supplement): 8869-8878 (2019) - [c1]Zhichao Yang, Pengshan Cai, Yansong Feng, Fei Li, Weijiang Feng, Elena Suet-Ying Chiu, Hong Yu:
Generating Classical Chinese Poems from Vernacular Chinese. EMNLP/IJCNLP (1) 2019: 6154-6163 - [i2]Zhichao Yang
Generating Classical Chinese Poems from Vernacular Chinese. CoRR abs/1909.00279 (2019) - 2018
- [i1]Dongxu Zhang, Zhichao Yang
Word Embedding Perturbation for Sentence Classification. CoRR abs/1804.08166 (2018)
Coauthor Index
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last updated on 2024-12-08 01:30 CET by the dblp team
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