BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation

28 March 2024

Papers citing "BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation"

35 / 35 papers shown

Title
Medical Dialogue Generation via Dual Flow Modeling Kaishuai Xu Wenjun Hou Yi Cheng Jian Wang Wenjie Li MedIm 67 14 0 29 May 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 1.5K 13,247 0 27 Feb 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data Kashun Shum Shizhe Diao Tong Zhang ReLM LRM 82 135 0 24 Feb 2023
A Survey on In-context Learning Qingxiu Dong Lei Li Damai Dai Ce Zheng Jingyuan Ma ... Zhiyong Wu Baobao Chang Xu Sun Lei Li Zhifang Sui ReLM AIMat 99 523 0 31 Dec 2022
ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on Simplified Radiology Reports Katharina Jeblick B. Schachtner Jakob Dexl Andreas Mittermeier Anna Theresa Stüber ... Tobias Weber Philipp Wesp B. Sabel J. Ricke Michael Ingrisch LM&MA MedIm 156 391 0 30 Dec 2022
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 142 2,352 0 26 Dec 2022
Towards Reasoning in Large Language Models: A Survey Jie Huang Kevin Chen-Chuan Chang LM&MA ELM LRM 133 639 0 20 Dec 2022
Medical Dialogue Response Generation with Pivotal Information Recalling Yu Zhao Yunxin Li Yuxiang Wu Baotian Hu Qingcai Chen Xiaolong Wang Yuxin Ding Hao Fei MedIm 56 21 0 17 Jun 2022
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning Haokun Liu Derek Tam Mohammed Muqeeth Jay Mohta Tenghao Huang Joey Tianyi Zhou Colin Raffel 104 910 0 11 May 2022
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization? Thomas Wang Adam Roberts Daniel Hesslow Teven Le Scao Hyung Won Chung Iz Beltagy Julien Launay Colin Raffel 105 174 0 12 Apr 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 516 3,646 0 21 Mar 2022
Iteratively Prompt Pre-trained Language Models for Chain of Thought Boshi Wang Xiang Deng Huan Sun KELM ReLM LRM 105 101 0 16 Mar 2022
DialMed: A Dataset for Dialogue-based Medication Recommendation Zhenfeng He Yuqiang Han Zhenqiu Ouyang Wei Gao Hongxu Chen Guandong Xu Jian Wu 39 11 0 22 Feb 2022
Diaformer: Automatic Diagnosis via Symptoms Sequence Generation Junying Chen Dongfang Li Qingcai Chen Wenxiu Zhou Xin Liu MedIm 69 30 0 20 Dec 2021
Show Your Work: Scratchpads for Intermediate Computation with Language Models Maxwell Nye Anders Andreassen Guy Gur-Ari Henryk Michalewski Jacob Austin ... Aitor Lewkowycz Maarten Bosma D. Luan Charles Sutton Augustus Odena ReLM LRM 177 746 0 30 Nov 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 201 3,750 0 03 Sep 2021
ReMeDi: Resources for Multi-domain, Multi-service, Medical Dialogues Guojun Yan Jiahuan Pei Pengjie Ren Zhaochun Ren Xin Xin Huasheng Liang Maarten de Rijke Zhumin Chen 44 22 0 01 Sep 2021
Semi-Supervised Variational Reasoning for Medical Dialogue Generation Dongdong Li Zhaochun Ren Pengjie Ren Zhumin Chen M. Fan Jun Ma Maarten de Rijke BDL DRL OffRL MedIm 88 50 0 13 May 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 137 1,545 0 18 Mar 2021
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation Shuai Lin Pan Zhou Xiaodan Liang Jianheng Tang Ruihui Zhao Ziliang Chen Liang Lin MedIm 77 55 0 22 Dec 2020
MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue Generation Wenge Liu Jianheng Tang Yi Cheng Wenjie Li Yefeng Zheng Xiaodan Liang LM&MA MedIm 58 41 0 15 Oct 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 795 42,055 0 28 May 2020
MedDialog: Two Large-scale Medical Dialogue Datasets Xuehai He Shu Chen Zeqian Ju Xiangyu Dong Hongchao Fang ... Ruisi Zhang Ruoyu Zhang Meng Zhou Penghui Zhu P. Xie LM&MA MedIm 64 179 0 07 Apr 2020
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 179 1,524 0 01 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 249 10,829 0 29 Oct 2019
Learning to Infer Entities, Properties and their Relations from Clinical Conversations Nan Du Mingqiu Wang Linh Tran Gang Li Izhak Shafran LRM 79 32 0 30 Aug 2019
Explain Yourself! Leveraging Language Models for Commonsense Reasoning Nazneen Rajani Bryan McCann Caiming Xiong R. Socher ReLM LRM 82 565 0 06 Jun 2019
Extracting Symptoms and their Status from Clinical Conversations Nan Du Kai Chen Anjuli Kannan Linh Tran Yuhui Chen Izhak Shafran 46 68 0 05 Jun 2019
End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis Lin Xu Qixian Zhou Ke Gong Xiaodan Liang Jianheng Tang Liang Lin MedIm 83 173 0 30 Jan 2019
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 499 19,065 0 20 Jul 2017
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation Chia-Wei Liu Ryan J. Lowe Iulian Serban Michael Noseworthy Laurent Charlin Joelle Pineau 104 1,297 0 25 Mar 2016
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 143 2,392 0 11 Oct 2015
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 169 1,755 0 17 Jul 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 437 20,568 0 10 Sep 2014