Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models

Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models

28 January 2025

Papers citing "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models"

19 / 19 papers shown

Title
Natural Language Generation in Healthcare: A Review of Methods and Applications Mengxian Lyu Xiaohan Li Ziyi Chen Jinqian Pan Cheng Peng Sankalp Talankar Yonghui Wu LM&MA 22 0 0 07 May 2025
A Survey of Large Language Models in Mental Health Disorder Detection on Social Media Zhuohan Ge Nicole Hu Darian Li Yubo Wang Shihao Qi Yuming Xu Han Shi J. Zhang AI4MH 45 0 0 03 Apr 2025
Reasoning of Large Language Models over Knowledge Graphs with Super-Relations Song Wang Junhong Lin Xiaojie Guo Julian Shun Jundong Li Yada Zhu LRM 29 2 0 28 Mar 2025
Personalize Your LLM: Fake it then Align it Yijing Zhang Dyah Adila Changho Shin Frederic Sala 79 0 0 02 Mar 2025
LanFL: Differentially Private Federated Learning with Large Language Models using Synthetic Samples Huiyu Wu Diego Klabjan FedML 22 0 0 24 Oct 2024
VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images M. Maruf Arka Daw Kazi Sajeed Mehrab Harish Babu Manogaran Abhilash Neog ... Wei-Lun Chao Charles V. Stewart T. Berger-Wolf Wasila Dahdul Anuj Karpatne CoGe 15 0 0 28 Aug 2024
HYDRA: Model Factorization Framework for Black-Box LLM Personalization Yuchen Zhuang Haotian Sun Yue Yu Rushi Qiang Qifan Wang Chao Zhang Bo Dai AAML 14 6 0 05 Jun 2024
LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction Hejie Cui Zhuocheng Shen Jieyu Zhang Hui Shao Lianhui Qin Joyce C. Ho Carl Yang LM&MA 23 12 0 19 Mar 2024
Large Knowledge Model: Perspectives and Challenges Huajun Chen KELM 31 5 0 05 Dec 2023
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback Jiacheng Ye Jiahui Gao Jiangtao Feng Zhiyong Wu Tao Yu Lingpeng Kong SyDa VLM 63 69 0 22 Oct 2022
BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing Jason Alan Fries Leon Weber Natasha Seelam Gabriel Altay Debajyoti Datta ... Minh Chien Vu Trishala Neeraj Jonas Golde Albert Villanova del Moral Benjamin Beilharz LM&MA 88 45 0 30 Jun 2022
Classifying Unstructured Clinical Notes via Automatic Weak Supervision Chufan Gao Mononito Goswami Jieshi Chen Artur Dubrawski 45 9 0 24 Jun 2022
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 140 327 0 25 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization Bharath Chintagunta Namit Katariya X. Amatriain Anitha Kannan LM&MA MedIm 117 145 0 09 Sep 2021
Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration Xuan Kan Hejie Cui Carl Yang 47 36 0 11 Jul 2021
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models Ahmed Alaa B. V. Breugel Evgeny S. Saveliev M. Schaar 34 135 0 17 Feb 2021
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 197 247 0 19 Oct 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 196 791 0 13 Sep 2019