Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization

9 September 2021

Papers citing "Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization"

50 / 67 papers shown

Title
A Typology of Synthetic Datasets for Dialogue Processing in Clinical Contexts Steven Bedrick A. Seza Doğruöz Sergiu Nisioi 17 0 0 05 May 2025
HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models Yao Ge Yuting Guo Sudeshna Das Swati Rajwal Selen Bozkurt A. Sarker MedIm LM&MA 45 0 0 06 Mar 2025
Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization Yen-Ju Lu Ting-Yao Hu H. Koppula Hadi Pouransari Jen-Hao Rick Chang ... Xiang Kong Qi Zhu Simon Wang Oncel Tuzel Raviteja Vemulapalli 35 0 0 24 Feb 2025
Model Lakes Koyena Pal David Bau Renée J. Miller 58 0 0 24 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 39 12 0 28 Jan 2025
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning Yiqin Lv Qi Wang Dong Liang Zheng Xie 23 0 0 30 Oct 2024
Knowledge Distillation Using Frontier Open-source LLMs: Generalizability and the Role of Synthetic Data Anup Shirgaonkar Nikhil Pandey Nazmiye Ceren Abay Tolga Aktas Vijay Aski ALM SyDa 14 0 0 24 Oct 2024
JurEE not Judges: safeguarding llm interactions with small, specialised Encoder Ensembles Dom Nasrabadi 16 0 0 11 Oct 2024
Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions Kuleen Sasse Shinjitha Vadlakonda Richard Kennedy J. D. Osborne AI4CE 14 0 0 10 Oct 2024
Toward Relieving Clinician Burden by Automatically Generating Progress Notes using Interim Hospital Data Sarvesh Soni Dina Demner-Fushman 14 0 0 10 Oct 2024
A Systematic Review of NLP for Dementia -- Tasks, Datasets and Opportunities Lotem Peled-Cohen Roi Reichart 20 0 0 29 Sep 2024
It is Time to Develop an Auditing Framework to Promote Value Aware Chatbots Yanchen Wang Lisa Singh 19 0 0 03 Sep 2024
Improving Clinical Note Generation from Complex Doctor-Patient Conversation Yizhan Li Sifan Wu Christopher W. Smith Thomas Lo Bang Liu 13 1 0 26 Aug 2024
AI Managed Emergency Documentation with a Pretrained Model David Menzies Sean Kirwan Ahmad Albarqawi 19 0 0 17 Aug 2024
See What LLMs Cannot Answer: A Self-Challenge Framework for Uncovering LLM Weaknesses Yulong Chen Yang Liu Jianhao Yan X. Bai Ming Zhong Yinghao Yang Ziyi Yang Chenguang Zhu Yue Zhang ALM ELM 27 1 0 16 Aug 2024
Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text Avijit Mitra Emily Druhl Raelene Goodwin Hong Yu 16 2 0 10 Jun 2024
On The Persona-based Summarization of Domain-Specific Documents Ankan Mullick Sombit Bose Rounak Saha Ayan Kumar Bhowmick Pawan Goyal Niloy Ganguly Prasenjit Dey Ravi Kokku 24 0 0 06 Jun 2024
RealitySummary: On-Demand Mixed Reality Document Enhancement using Large Language Models Aditya Gunturu S. Jadon Nandi Zhang Jarin Thundathil Wesley Willett Ryo Suzuki SyDa 14 0 0 28 May 2024
GPT, Ontology, and CAABAC: A Tripartite Personalized Access Control Model Anchored by Compliance, Context and Attribute Raza Nowrozy Khandakar Ahmed Hua Wang 19 3 0 13 Mar 2024
Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges Bosheng Ding Chengwei Qin Ruochen Zhao Tianze Luo Xinze Li Guizhen Chen Wenhan Xia Junjie Hu A. Luu Shafiq R. Joty 18 16 0 05 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 40 76 0 05 Mar 2024
Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study Prottay Kumar Adhikary Aseem Srivastava Shivani Kumar Salam Michael Singh Puneet Manuja Jini K. Gopinath Vijay Krishnan Swati Kedia K. Deb Tanmoy Chakraborty AI4MH 23 0 0 29 Feb 2024
Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models Younghun Lee Dan Goldwasser Laura Schwab Reese 25 0 0 22 Feb 2024
User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT Anna Bodonhelyi Efe Bozkir Shuo Yang Enkelejda Kasneci Gjergji Kasneci ELM AI4MH 15 13 0 03 Feb 2024
Yes, this is what I was looking for! Towards Multi-modal Medical Consultation Concern Summary Generation Abhisek Tiwari Shreyangshu Bera Sriparna Saha P. Bhattacharyya Samrat Ghosh 15 0 0 10 Jan 2024
Taking the Next Step with Generative Artificial Intelligence: The Transformative Role of Multimodal Large Language Models in Science Education Arne Bewersdorff Christian Hartmann Marie Hornberger Kathrin Seßler Maria Bannert Enkelejda Kasneci Gjergji Kasneci Xiaoming Zhai Claudia Nerdel 19 7 0 01 Jan 2024
CAManim: Animating end-to-end network activation maps Emily Kaczmarek Olivier X. Miguel Alexa C. Bowie R. Ducharme Alysha L. J. Dingwall-Harvey S. Hawken Christine M. Armour Mark C. Walker Kevin Dick HAI 8 0 0 19 Dec 2023
Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data Rumeng Li Xun Wang Hong Yu LM&MA 18 22 0 09 Dec 2023
Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition Tariq Alhindi Smaranda Muresan Preslav Nakov HILM LRM 16 1 0 16 Nov 2023
A Survey of GPT-3 Family Large Language Models Including ChatGPT and GPT-4 Katikapalli Subramanyam Kalyan LM&MA AI4CE LRM AILaw ELM 19 78 0 04 Oct 2023
Experience and Evidence are the eyes of an excellent summarizer! Towards Knowledge Infused Multi-modal Clinical Conversation Summarization Abhisek Tiwari Anisha Saha S. Saha P. Bhattacharyya Minakshi Dhar 4 3 0 27 Sep 2023
On the Planning, Search, and Memorization Capabilities of Large Language Models Yunhao Yang Anshul Tomar LM&Ro ELM 33 1 0 05 Sep 2023
Generative Benchmark Creation for Table Union Search Koyena Pal Aamod Khatiwada Roee Shraga Renée J. Miller 27 0 0 07 Aug 2023
From Military to Healthcare: Adopting and Expanding Ethical Principles for Generative Artificial Intelligence David Oniani Jordan Hilsman Yifan Peng COL C. R. K. Poropatich C. J. C. Pamplin L. G. L. Legault Yanshan Wang AI4TS 14 9 0 04 Aug 2023
Opinion Mining Using Population-tuned Generative Language Models Allmin Pradhap Singh Susaiyah Abhinay Pandya Aki Härmä 6 0 0 24 Jul 2023
SummQA at MEDIQA-Chat 2023:In-Context Learning with GPT-4 for Medical Summarization Yash Mathur Sanketh Rangreji Raghav Kapoor Medha Palavalli Amanda Bertsch Matthew R. Gormley AI4MH 19 7 0 30 Jun 2023
Adding guardrails to advanced chatbots Yanchen Wang Lisa Singh AI4MH 13 4 0 13 Jun 2023
Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue M. Eremeev Ilya Valmianski X. Amatriain Anitha Kannan 32 3 0 06 Jun 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 8 6 0 21 May 2023
NL2TL: Transforming Natural Languages to Temporal Logics using Large Language Models Yongchao Chen Rujul Gandhi Yang Zhang Chuchu Fan 14 22 0 12 May 2023
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization Griffin Adams Bichlien H. Nguyen Jake A. Smith Yingce Xia Shufang Xie Anna Ostropolets Budhaditya Deb Yuan Chen Tristan Naumann Noémie Elhadad 4 6 0 12 May 2023
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models Varun Nair Elliot Schumacher Anitha Kannan LM&MA 13 5 0 10 May 2023
Large Language Models Need Holistically Thought in Medical Conversational QA Yixuan Weng Bin Li Fei Xia Minjun Zhu Bing Sun Shizhu He Kang Liu Jun Zhao LM&MA AI4MH LRM DiffM ELM 4 4 0 09 May 2023
WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models John Giorgi Ziang Ma Haitao Zhang Sondra S. Chen Kevin R. An Grace X. Zheng Jun Yin LM&MA AI4MH 31 9 0 03 May 2023
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language Models Qianqian Xie Zheheng Luo Benyou Wang Sophia Ananiadou LM&MA VLM 6 8 0 18 Apr 2023
DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents Varun Nair Elliot Schumacher Geoffrey Tso Anitha Kannan VLM 9 60 0 30 Mar 2023
The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs Michael Wornow Yizhe Xu Rahul Thapa Birju S. Patel E. Steinberg Scott L. Fleming M. Pfeffer Jason Alan Fries N. Shah LM&MA 11 21 0 22 Mar 2023
Conversational AI-Powered Design: ChatGPT as Designer, User, and Product A. Kocaballi 11 27 0 15 Feb 2023
IC3: Image Captioning by Committee Consensus David M. Chan Austin Myers Sudheendra Vijayanarasimhan David A. Ross John F. Canny 6 11 0 02 Feb 2023
Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite Xun Wang Tao Ge Allen Mao Yuki Li Furu Wei Si-Qing Chen 32 3 0 20 Dec 2022