emrQA: A Large Corpus for Question Answering on Electronic Medical Records

3 September 2018

Papers citing "emrQA: A Large Corpus for Question Answering on Electronic Medical Records"

50 / 115 papers shown

Title
ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist Examination Dongfang Li Jindi Yu Baotian Hu Zhenran Xu Hao Fei ELM 13 11 0 22 May 2023
Question-Answering System Extracts Information on Injection Drug Use from Clinical Notes Maria Mahbub Ian Goethert Ioana Danciu Kathryn Knight Sudarshan Srinivasan ... Hugo Solares Susana Martins Jodie Trafton Edmon Begoli Gregory D. Peterson 21 2 0 15 May 2023
Generating multiple-choice questions for medical question answering with distractors and cue-masking Damien Sileo Kanimozhi Uma Marie-Francine Moens 43 5 0 13 Mar 2023
Do We Still Need Clinical Language Models? Eric P. Lehman Evan Hernandez Diwakar Mahajan Jonas Wulff Micah J. Smith Zachary M. Ziegler Daniel Nadler Peter Szolovits Alistair E. W. Johnson Emily Alsentzer LM&MA AI4MH 32 135 0 16 Feb 2023
A Comparative Study of Pretrained Language Models for Long Clinical Text Yikuan Li R. M. Wehbe F. Ahmad Hanyin Wang Yuan Luo LM&MA ELM VLM MedIm 29 79 0 27 Jan 2023
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records Gyubok Lee Hyeonji Hwang Seongsu Bae Yeonsu Kwon W. Shin Seongjun Yang Minjoon Seo Jong-Yeup Kim Edward Choi 29 18 0 16 Jan 2023
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 60 2,185 0 26 Dec 2022
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks Zhongwei Wan Yichun Yin Wei Zhang Jiaxin Shi Lifeng Shang Guangyong Chen Xin Jiang Qun Liu VLM CLL 36 16 0 07 Dec 2022
Toward a Neural Semantic Parsing System for EHR Question Answering Sarvesh Soni Kirk Roberts 21 2 0 08 Nov 2022
DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing Yanjun Gao Dmitriy Dligach Timothy A. Miller John R. Caskey Brihat Sharma M. Churpek Majid Afshar ELM LRM 34 17 0 29 Sep 2022
Extend and Explain: Interpreting Very Long Language Models Joel Stremmel B. Hill Jeffrey S. Hertzberg Jaime Murillo Llewelyn Allotey Eran Halperin 9 4 0 02 Sep 2022
Learning to Ask Like a Physician Eric P. Lehman Vladislav Lialin K. Y. Legaspi Anne Janelle R. Sy Patricia Therese S. Pile ... Anna Rumshisky Jenifer Liang Preethi Raghavan Leo Anthony Celi Peter Szolovits OOD 25 19 0 06 Jun 2022
DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries Jayetri Bardhan Anthony Colas Kirk Roberts D. Wang CML 19 11 0 03 May 2022
Cross-modal Memory Networks for Radiology Report Generation Zhihong Chen Yaling Shen Yan Song Xiang Wan MedIm 30 248 0 28 Apr 2022
KALA: Knowledge-Augmented Language Model Adaptation Minki Kang Jinheon Baek Sung Ju Hwang VLM KELM 36 34 0 22 Apr 2022
Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding Yanjun Gao Dmitriy Dligach Timothy A. Miller S. Tesch Ryan Laffin M. Churpek Majid Afshar 18 17 0 06 Apr 2022
TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing Mucheng Ren Heyan Huang Yuxiang Zhou Qianwen Cao Yu Bu Yang Gao 6 9 0 21 Mar 2022
Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records Daeyoung Kim Seongsu Bae S. Kim Edward Choi 18 6 0 14 Mar 2022
Doctor Recommendation in Online Health Forums via Expertise Learning Xiaoxin Lu Yubo Zhang Jing Li Shi Zong LM&MA 26 7 0 06 Mar 2022
BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task Maria Mahbub Sudarshan Srinivasan Edmon Begoli Gregory D. Peterson 21 11 0 26 Feb 2022
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific Papers Federico Ruggeri Mohsen Mesgar Iryna Gurevych 21 1 0 14 Feb 2022
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records Xi Yang Aokun Chen Nima M. Pournejatian Hoo-Chang Shin Kaleb E. Smith ... Duane A. Mitchell W. Hogan E. Shenkman Jiang Bian Yonghui Wu AI4MH LM&MA 37 508 0 02 Feb 2022
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences Yikuan Li R. M. Wehbe F. Ahmad Hanyin Wang Yuan Luo VLM MedIm 150 85 0 27 Jan 2022
Benchmark datasets driving artificial intelligence development fail to capture the needs of medical professionals Kathrin Blagec J. Kraiger Wolfgang Frühwirt Matthias Samwald AI4MH 30 26 0 18 Jan 2022
Development of an Extractive Clinical Question Answering Dataset with Multi-Answer and Multi-Focus Questions Sungrim Moon Huan He Hongfang Liu Jungwei Fan 13 2 0 07 Jan 2022
A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing Yanjun Gao Dmitriy Dligach Leslie A. Christensen S. Tesch Ryan Laffin Dongfang Xu Timothy A. Miller Özlem Uzuner M. Churpek Majid Afshar LM&MA 33 25 0 07 Dec 2021
Towards More Robust Natural Language Understanding Xinliang Frederick Zhang 22 2 0 01 Dec 2021
Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture Seongsu Bae Daeyoung Kim Jiho Kim Edward Choi 14 6 0 14 Nov 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
What Would it Take to get Biomedical QA Systems into Practice? Gregory Kell Iain J. Marshall Byron C. Wallace A. Jaun 19 10 0 21 Sep 2021
CodeQA: A Question Answering Dataset for Source Code Comprehension Chenxiao Liu Xiaojun Wan 37 27 0 17 Sep 2021
MeDiaQA: A Question Answering Dataset on Medical Dialogues Huqun Suri Qi Zhang Wenhua Huo Yan Liu Chunsheng Guan LM&MA 27 5 0 18 Aug 2021
Q-Pain: A Question Answering Dataset to Measure Social Bias in Pain Management Cécile Logé Emily L. Ross D. Dadey Saahil Jain A. Saporta A. Ng Pranav Rajpurkar 24 22 0 03 Aug 2021
Attention-based Aspect Reasoning for Knowledge Base Question Answering on Clinical Notes Ping Wang Tian Shi Khushbu Agarwal Sutanay Choudhury Chandan K. Reddy 27 6 0 01 Aug 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 27 163 0 27 Jul 2021
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes J. Mullenbach Yada Pruksachatkun Sean Adler Jennifer Seale Jordan Swartz T. McKelvey Hui Dai Yi Yang David Sontag 30 15 0 04 Jun 2021
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers Pradeep Dasigi Kyle Lo Iz Beltagy Arman Cohan Noah A. Smith Matt Gardner RALM 51 279 0 07 May 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 26 164 0 16 Apr 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 26 95 0 10 Feb 2021
Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance Evaluation Aparna Elangovan Jiayuan He Karin Verspoor TDI FedML 167 89 0 03 Feb 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 27 49 0 25 Jan 2021
CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering Xiang Yue Xinliang Frederick Zhang Ziyu Yao Simon M. Lin Huan Sun LM&MA MedIm 21 35 0 30 Oct 2020
Knowledge Graph-based Question Answering with Electronic Health Records Junwoo Park Youngwoo Cho Haneol Lee Jaegul Choo Edward Choi 38 33 0 19 Oct 2020
Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation Minki Kang Moonsu Han Sung Ju Hwang OOD 17 17 0 06 Oct 2020
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin Eileen Pan Nassim Oufattole W. Weng Hanyi Fang Peter Szolovits FaML ELM LM&MA 31 697 0 28 Sep 2020
Unsupervised Pre-training for Biomedical Question Answering Vaishnavi Kommaraju K. Gunasekaran Kun Li Trapit Bansal Andrew McCallum Ivana Williams Ana-Maria Istrate SSL MedIm 14 18 0 27 Sep 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models Viktor Schlegel Goran Nenadic R. Batista-Navarro ELM 33 18 0 29 May 2020
Entity-Enriched Neural Models for Clinical Question Answering Bhanu Pratap Singh Rawat W. Weng So Yeon Min Preethi Raghavan Peter Szolovits 18 18 0 13 May 2020
A Survey on Temporal Reasoning for Temporal Information Extraction from Text (Extended Abstract) A. Leeuwenberg Marie-Francine Moens 6 31 0 13 May 2020
BIOMRC: A Dataset for Biomedical Machine Reading Comprehension Petros Stavropoulos Dimitris Pappas John Pavlopoulos Ryan T. McDonald 16 50 0 13 May 2020