default search action
Huixue Zhou
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j7]Huixue Zhou
, Robin Austin
Complementary and Integrative Health Information in the literature: its lexicon and named entity recognition. J. Am. Medical Informatics Assoc. 31(2): 426-434 (2024) - [j6]Mingchen Li, Huixue Zhou
RT: a Retrieving and Chain-of-Thought framework for few-shot medical named entity recognition. J. Am. Medical Informatics Assoc. 31(9): 1929-1938 (2024) - [j5]Huixue Zhou
LEAP: LLM instruction-example adaptive prompting framework for biomedical relation extraction. J. Am. Medical Informatics Assoc. 31(9): 2010-2018 (2024) - [j4]Ying Liu, Haozhu Wang, Huixue Zhou
A review of reinforcement learning for natural language processing and applications in healthcare. J. Am. Medical Informatics Assoc. 31(10): 2379-2393 (2024) - [j3]Yongkang Xiao, Sinian Zhang, Huixue Zhou, Mingchen Li, Han Yang, Rui Zhang:
FuseLinker: Leveraging LLM's pre-trained text embeddings and domain knowledge to enhance GNN-based link prediction on biomedical knowledge graphs. J. Biomed. Informatics 158: 104730 (2024) - [c5]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 - [i9]Tiejin Chen, Longchao Da, Huixue Zhou, Pingzhi Li, Kaixiong Zhou, Tianlong Chen, Hua Wei:
Privacy-preserving Fine-tuning of Large Language Models through Flatness. CoRR abs/2403.04124 (2024) - [i8]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) - [i7]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) - 2023
- [j2]Huixue Zhou, Greg M. Silverman, Zhongran Niu, Jenzi Silverman, Roni Evans, Robin Austin, Rui Zhang:
Extracting Complementary and Integrative Health Approaches in Electronic Health Records. J. Heal. Informatics Res. 7(3): 277-290 (2023) - [j1]Pengshan Cai, Zonghai Yao
PaniniQA: Enhancing Patient Education Through Interactive Question Answering. Trans. Assoc. Comput. Linguistics 11: 1518-1536 (2023) - [c4]Yongkang Xiao, Yu Hou, Huixue Zhou, Gayo Diallo, Marcelo Fiszman, Julian Wolfson, Halil Kilicoglu, You Chen, Hua Xu, William G. Mantyh
Repurposing Drugs for Alzheimer's Diseases through Link Prediction on Biomedical Literature. ICHI 2023: 750-752 - [i6]Mingchen Li, Yang Ye, Jeremy Yeung, Huixue Zhou, Huaiyuan Chu, Rui Zhang:
W-procer: Weighted Prototypical Contrastive Learning for Medical Few-Shot Named Entity Recognition. CoRR abs/2305.18624 (2023) - [i5]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) - [i4]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) - [i3]Ying Liu, Haozhu Wang, Huixue Zhou, Mingchen Li, Yu Hou, Sicheng Zhou, Fang Wang, Rama Hoetzlein, Rui Zhang:
A Review of Reinforcement Learning for Natural Language Processing, and Applications in Healthcare. CoRR abs/2310.18354 (2023) - [i2]Mingchen Li, Ming Chen, Huixue Zhou, Rui Zhang:
PeTailor: Improving Large Language Model by Tailored Chunk Scorer in Biomedical Triple Extraction. CoRR abs/2310.18463 (2023) - [i1]Zihao Zhang, Zonghai Yao, Huixue Zhou, Feiyun Ouyang, Hong Yu:
EHRTutor: Enhancing Patient Understanding of Discharge Instructions. CoRR abs/2310.19212 (2023) - 2022
- [c3]Huixue Zhou, Robin Austin, Halil Kilicoglu, Sheng-Chieh Lu, Rui Zhang:
CIHLex: Complementary and Integrative Health Lexicon. AMIA 2022 - [c2]Huixue Zhou:
Developing Natural Language Processing to Extract Complementary and Integrative Health Information from Electronic Health Record Data. ICHI 2022: 474-475 - [c1]Huixue Zhou, Greg M. Silverman, Zhongran Niu, Jenzi Silverman, Rui Zhang, Roni Evans, Robin Austin:
Annotating Music Therapy, Chiropractic and Aquatic Exercise Using Electronic Health Record. ICHI 2022: 610-611
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-12-26 00:41 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: