Does Synthetic Data Generation of LLMs Help Clinical Text Mining?

8 March 2023

Papers citing "Does Synthetic Data Generation of LLMs Help Clinical Text Mining?"

21 / 21 papers shown

Title
Multi-agents based User Values Mining for Recommendation L. Chen Wei Yuan Tong Chen Xiangyu Zhao Nguyen Quoc Viet Hung Hongzhi Yin OffRL 37 0 0 02 May 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 76 0 0 29 Apr 2025
m-KAILIN: Knowledge-Driven Agentic Scientific Corpus Distillation Framework for Biomedical Large Language Models Training Meng Xiao Xunxin Cai Chengrui Wang Yuanchun Zhou 48 0 0 28 Apr 2025
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents Vardaan Pahuja Yadong Lu Corby Rosset Boyu Gou Arindam Mitra Spencer Whitehead Yu Su Ahmed Awadallah LLMAG LM&Ro Presented at ResearchTrend Connect \| LLMAG on 14 Mar 2025 145 3 1 20 Feb 2025
Out-of-Distribution Detection using Synthetic Data Generation Momin Abbas Muneeza Azmat R. Horesh Mikhail Yurochkin 38 1 0 05 Feb 2025
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models Ran Xu Hejie Cui Yue Yu Xuan Kan Wenqi Shi Yuchen Zhuang Wei Jin Joyce C. Ho Carl Yang 64 12 0 28 Jan 2025
Exploring LLM-based Data Annotation Strategies for Medical Dialogue Preference Alignment Chengfeng Dou Y. Zhang Zhi Jin Wenpin Jiao Haiyan Zhao Yongqiang Zhao Zhengwei Tao 30 0 0 05 Oct 2024
Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck Perspective Zeyu Gan Yong Liu SyDa 33 1 0 02 Oct 2024
Efficacy of Synthetic Data as a Benchmark Gaurav Maheshwari Dmitry Ivanov Kevin El Haddad SyDa 18 6 0 18 Sep 2024
Generated Data with Fake Privacy: Hidden Dangers of Fine-tuning Large Language Models on Generated Data Atilla Akkus Mingjie Li Junjie Chu Junjie Chu Michael Backes Sinem Sav Sinem Sav SILM SyDa 28 1 0 12 Sep 2024
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 58 23 0 10 Sep 2024
Exploring User Privacy Awareness on GitHub: An Empirical Study Costanza Alfieri Juri Di Rocco Paola Inverardi Phuong T. Nguyen SyDa 20 0 0 06 Sep 2024
Are LLMs Good Annotators for Discourse-level Event Relation Extraction? Kangda Wei Aayush Gautam Ruihong Huang 24 4 0 28 Jul 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 36 4 0 14 Jun 2024
"I Wish There Were an AI": Challenges and AI Potential in Cancer Patient-Provider Communication Ziqi Yang Xuhai Xu Bingsheng Yao Jiachen Li Jennifer Bagdasarian G. Gao Dakuo Wang 27 3 0 20 Apr 2024
Autocompletion of Chief Complaints in the Electronic Health Records using Large Language Models K. M. S. Islam A. S. Nipu Praveen Madiraju Priya Deshpande LM&MA 29 6 0 11 Jan 2024
EHR Interaction Between Patients and AI: NoteAid EHR Interaction Xiaocheng Zhang Zonghai Yao Hong-ye Yu LM&MA 18 2 0 29 Dec 2023
High Accuracy Location Information Extraction from Social Network Texts Using Natural Language Processing Lossan Bonde Severin Dembele 13 0 0 31 Aug 2023
Visualizing Linguistic Diversity of Text Datasets Synthesized by Large Language Models Emily Reif Minsuk Kahng S. Petridis 23 6 0 19 May 2023
Zero-shot Temporal Relation Extraction with ChatGPT Chenhan Yuan Qianqian Xie Sophia Ananiadou 17 75 0 11 Apr 2023
Large Language Models for Healthcare Data Augmentation: An Example on Patient-Trial Matching Jiayi Yuan Ruixiang Tang Xiaoqian Jiang Xia Hu LM&MA 9 37 0 24 Mar 2023