UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality
synthetic note-oriented doctor-patient conversations?

UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations?

29 June 2023

Papers citing "UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations?"

15 / 15 papers shown

Title
A Typology of Synthetic Datasets for Dialogue Processing in Clinical Contexts Steven Bedrick A. Seza Doğruöz Sergiu Nisioi 49 0 0 05 May 2025
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries Mingwen Dong Nischal Ashok Kumar Yiqun Hu Anuj Chauhan Chung-Wei Hang ... Wuwei Lan Henghui Zhu Jiarong Jiang Patrick K. L. Ng Zhiguo Wang 13 2 0 14 Oct 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Tianyi Zhou KELM VLM 42 94 0 20 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 16 152 0 06 Feb 2024
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng-Long Jiang 16 8 0 11 Dec 2023
Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization Prakamya Mishra Zonghai Yao Shuwei Chen Beining Wang Rohan Mittal Hong-ye Yu KELM ALM HILM 20 7 0 30 Oct 2023
BioInstruct: Instruction Tuning of Large Language Models for Biomedical Natural Language Processing Hieu Tran Zhichao Yang Zonghai Yao Hong-ye Yu ALM LM&MA 32 23 0 30 Oct 2023
EHRTutor: Enhancing Patient Understanding of Discharge Instructions Zihao Zhang Zonghai Yao Huixue Zhou Feiyun Ouyang Hong-ye Yu LM&MA AI4Ed 8 4 0 30 Oct 2023
Improving Summarization with Human Edits Zonghai Yao Benjamin J Schloss Sai P. Selvaraj 24 2 0 09 Oct 2023
PaniniQA: Enhancing Patient Education Through Interactive Question Answering Pengshan Cai Zonghai Yao Fei Liu Dakuo Wang Meghan Reilly ... Yi Cao Alok Kapoor Adarsha S. Bajracharya D. Berlowitz Hongfeng Yu 22 17 0 07 Aug 2023
Causality-aware Concept Extraction based on Knowledge-guided Prompting Siyu Yuan Deqing Yang Jinxi Liu Shuyu Tian Jiaqing Liang Yanghua Xiao R. Xie 50 13 0 03 May 2023
Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record Context Zonghai Yao Yi Cao Zhichao Yang Vijeta Deshpande Hong-ye Yu 123 20 0 26 Aug 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 2021
Can Language Models be Biomedical Knowledge Bases? Mujeen Sung Jinhyuk Lee Sean S. Yi Minji Jeon Sungdong Kim Jaewoo Kang AI4MH 112 105 0 15 Sep 2021
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 210 247 0 19 Oct 2020