Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation

22 December 2020

Xiaodan Liang

Papers citing "Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation"

23 / 23 papers shown

Title
Synthetic Patient-Physician Dialogue Generation from Clinical Notes Using LLM Trisha Das Dina Albassam Jimeng Sun LM&MA SyDa 18 2 0 12 Aug 2024
Two eyes, Two views, and finally, One summary! Towards Multi-modal Multi-tasking Knowledge-Infused Medical Dialogue Summarization Anisha Saha Abhisek Tiwari Bokkasam Venkata Sai Ruthvik Sriparna Saha 26 0 0 21 Jul 2024
Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment Kaishuai Xu Yi Cheng Wenjun Hou Qiaoyu Tan Wenjie Li 57 6 0 20 Jun 2024
Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges Xiaoming Shi Zeming Liu Li Du Yuxuan Wang Hongru Wang Yuhang Guo Tong Ruan Jie Xu Shaoting Zhang LM&MA ELM 39 2 0 17 May 2024
BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation Yuhong He Yongqi Zhang Shizhu He Jun Wan LRM 41 1 0 28 Mar 2024
Medical Dialogue Generation via Intuitive-then-Analytical Differential Diagnosis Kaishuai Xu Wenjun Hou Yi Cheng Jian Wang Wenjie Li MedIm 18 0 0 12 Jan 2024
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 40 14 0 30 Jun 2023
Medical Dialogue Generation via Dual Flow Modeling Kaishuai Xu Wenjun Hou Yi Cheng Jian Wang Wenjie Li MedIm 14 12 0 29 May 2023
LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation Siyuan Chen Mengyue Wu Ke Zhu Kunyao Lan Zhiling Zhang Lyuchun Cui AI4MH 23 49 0 23 May 2023
Medical Dialogue Response Generation with Pivotal Information Recalling Yu Zhao Yunxin Li Yuxiang Wu Baotian Hu Qingcai Chen Xiaolong Wang Yuxin Ding M. Zhang MedIm 21 16 0 17 Jun 2022
"My nose is running.""Are you also coughing?": Building A Medical Diagnosis Agent with Interpretable Inquiry Logics Wenge Liu Yi Cheng Hao Wang Jianheng Tang Yafei Liu Ruihui Zhao Wenjie Li Yefeng Zheng Xiaodan Liang 15 16 0 29 Apr 2022
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets Wei Chen Zhiwei Li Hongyi Fang Qian-Qian Yao Cheng Zhong Jianye Hao Qi Zhang Xuanjing Huang J. Peng Zhongyu Wei 24 57 0 19 Apr 2022
DialMed: A Dataset for Dialogue-based Medication Recommendation Zhenfeng He Yuqiang Han Zhenqiu Ouyang Wei Gao Hongxu Chen Guandong Xu Jian Wu 13 9 0 22 Feb 2022
A Survey of Natural Language Generation Chenhe Dong Hai-Tao Zheng Haifan Gong M. Chen Junxin Li Ying Shen Min Yang 3DV 27 43 0 22 Dec 2021
Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification Hongyi Yuan Sheng Yu 19 15 0 01 Dec 2021
Reinforcement Learning for Few-Shot Text Generation Adaptation Pengsen Cheng Jinqiao Dai Jiamiao Liu Jiayong Liu Peng Jia 35 5 0 22 Nov 2021
MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System Rhys Compton Ilya Valmianski Li Deng Shengyi Huang Namit Katariya X. Amatriain Anitha Kannan MedIm 37 4 0 17 Nov 2021
Natural Language Processing for Smart Healthcare Binggui Zhou Guanghua Yang Zheng Shi Shaodan Ma AI4MH LM&MA 35 111 0 19 Oct 2021
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 37 163 0 11 Oct 2021
ReMeDi: Resources for Multi-domain, Multi-service, Medical Dialogues Guojun Yan Jiahuan Pei Pengjie Ren Z. Ren Xin Xin Huasheng Liang Maarten de Rijke Zhumin Chen 22 20 0 01 Sep 2021
More but Correct: Generating Diversified and Entity-revised Medical Response Bin Li Encheng Chen Hongrui Liu Yixuan Weng Bin Sun Shutao Li Yongping Bai Meiling Hu MedIm 16 11 0 03 Aug 2021
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark Ningyu Zhang Mosha Chen Zhen Bi Xiaozhuan Liang Lei Li ... Jun Yan Hongying Zan Kunli Zhang Buzhou Tang Qingcai Chen LM&MA ELM 34 179 0 15 Jun 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 344 11,684 0 09 Mar 2017