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

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

3 September 2018
Anusri Pampari
Preethi Raghavan
Jennifer J. Liang
Jian-wei Peng
ArXiv (abs)PDFHTML

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

50 / 127 papers shown
Towards Mitigating Hallucination in Large Language Models via
  Self-Reflection
Towards Mitigating Hallucination in Large Language Models via Self-Reflection
Ziwei Ji
Tiezheng Yu
Yan Xu
Nayeon Lee
Etsuko Ishii
Pascale Fung
HILM
221
98
0
10 Oct 2023
Can LLMs Augment Low-Resource Reading Comprehension Datasets?
  Opportunities and Challenges
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and ChallengesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Vinay Samuel
Houda Aynaou
Arijit Ghosh Chowdhury
Karthik Venkat Ramanan
Vasu Sharma
SyDa
265
14
0
21 Sep 2023
ExpertQA: Expert-Curated Questions and Attributed Answers
ExpertQA: Expert-Curated Questions and Attributed AnswersNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
Chaitanya Malaviya
Subin Lee
Sihao Chen
Elizabeth Sieber
Mark Yatskar
Dan Roth
ELMHILM
415
86
0
14 Sep 2023
MedAlign: A Clinician-Generated Dataset for Instruction Following with
  Electronic Medical Records
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical RecordsAAAI Conference on Artificial Intelligence (AAAI), 2023
Scott L. Fleming
Alejandro Lozano
W. Haberkorn
Jenelle A. Jindal
E. Reis
...
Jonathan Chen
Keith Morse
Emma Brunskill
Jason Alan Fries
N. Shah
LM&MA
283
79
0
27 Aug 2023
CMB: A Comprehensive Medical Benchmark in Chinese
CMB: A Comprehensive Medical Benchmark in ChineseNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
Xidong Wang
Guiming Hardy Chen
Dingjie Song
Zhiyi Zhang
Zhihong Chen
...
Feng Jiang
Jianquan Li
Xiang Wan
Benyou Wang
Haizhou Li
LM&MAELMAI4MH
251
127
0
17 Aug 2023
PaniniQA: Enhancing Patient Education Through Interactive Question
  Answering
PaniniQA: Enhancing Patient Education Through Interactive Question AnsweringTransactions of the Association for Computational Linguistics (TACL), 2023
Pengshan Cai
Zonghai Yao
Fei Liu
Dakuo Wang
Meghan Reilly
...
Yi Cao
Alok Kapoor
Adarsha S. Bajracharya
D. Berlowitz
Hongfeng Yu
217
27
0
07 Aug 2023
Several categories of Large Language Models (LLMs): A Short Survey
Several categories of Large Language Models (LLMs): A Short SurveyInternational Journal for Research in Applied Science and Engineering Technology (IJRASET), 2023
Saurabh Pahune
Manoj Chandrasekharan
AILaw
202
30
0
05 Jul 2023
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?Clinical Natural Language Processing Workshop (ClinicalNLP), 2023
Junda Wang
Zonghai Yao
Avijit Mitra
Samuel Osebe
Zhichao Yang
Hongfeng Yu
LM&MAMedIm
278
15
0
29 Jun 2023
ECG-QA: A Comprehensive Question Answering Dataset Combined With
  Electrocardiogram
ECG-QA: A Comprehensive Question Answering Dataset Combined With ElectrocardiogramNeural Information Processing Systems (NeurIPS), 2023
Jungwoo Oh
Gyubok Lee
Seongsu Bae
Joon-Myoung Kwon
Edward Choi
279
34
0
21 Jun 2023
Multi-Task Training with In-Domain Language Models for Diagnostic
  Reasoning
Multi-Task Training with In-Domain Language Models for Diagnostic ReasoningClinical Natural Language Processing Workshop (ClinicalNLP), 2023
Brihat Sharma
Yanjun Gao
Timothy A. Miller
M. Churpek
Majid Afshar
Dmitriy Dligach
ELMLRM
272
13
0
07 Jun 2023
Benchmarking Large Language Models on CMExam -- A Comprehensive Chinese
  Medical Exam Dataset
Benchmarking Large Language Models on CMExam -- A Comprehensive Chinese Medical Exam DatasetNeural Information Processing Systems (NeurIPS), 2023
Junling Liu
Peilin Zhou
Yining Hua
Dading Chong
Zhongyu Tian
...
Helin Wang
Chenyu You
Zhenhua Guo
Lei Zhu
Michael Lingzhi Li
LM&MAELM
493
115
0
05 Jun 2023
A Study of Generative Large Language Model for Medical Research and
  Healthcare
A Study of Generative Large Language Model for Medical Research and Healthcare
C.A.I. Peng
Xi Yang
Aokun Chen
Kaleb E. Smith
Nima M. Pournejatian
...
W. Hogan
E. Shenkman
Yi Guo
Jiang Bian
Yonghui Wu
LM&MAELMAI4MH
352
374
0
22 May 2023
ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist
  Examination
ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist ExaminationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Dongfang Li
Jindi Yu
Baotian Hu
Zhenran Xu
Hao Fei
ELM
178
14
0
22 May 2023
Question-Answering System Extracts Information on Injection Drug Use
  from Clinical Notes
Question-Answering System Extracts Information on Injection Drug Use from Clinical NotesCommunications Medicine (Commun Med), 2023
Maria Mahbub
Ian Goethert
Ioana Danciu
Kathryn Knight
Sudarshan Srinivasan
...
Hugo Solares
Susana Martins
Jodie Trafton
Edmon Begoli
Gregory D. Peterson
150
4
0
15 May 2023
Generating multiple-choice questions for medical question answering with
  distractors and cue-masking
Generating multiple-choice questions for medical question answering with distractors and cue-maskingInternational Conference on Language Resources and Evaluation (LREC), 2023
Damien Sileo
Kanimozhi Uma
Marie-Francine Moens
199
5
0
13 Mar 2023
Do We Still Need Clinical Language Models?
Do We Still Need Clinical Language Models?ACM Conference on Health, Inference, and Learning (CHIL), 2023
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&MAAI4MH
253
152
0
16 Feb 2023
A Comparative Study of Pretrained Language Models for Long Clinical Text
A Comparative Study of Pretrained Language Models for Long Clinical Text
Yikuan Li
R. M. Wehbe
F. Ahmad
Hanyin Wang
Yuan Luo
LM&MAELMVLMMedIm
254
113
0
27 Jan 2023
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health RecordsNeural Information Processing Systems (NeurIPS), 2023
Gyubok Lee
Hyeonji Hwang
Seongsu Bae
Yeonsu Kwon
W. Shin
Seongjun Yang
Minjoon Seo
Jong-Yeup Kim
Edward Choi
281
42
0
16 Jan 2023
Large Language Models Encode Clinical Knowledge
Large Language Models Encode Clinical KnowledgeNature (Nature), 2022
K. Singhal
Shekoofeh Azizi
T. Tu
S. S. Mahdavi
Jason W. Wei
...
A. Rajkomar
Joelle Barral
Christopher Semturs
Alan Karthikesalingam
Vivek Natarajan
LM&MAELMAI4MH
602
3,407
0
26 Dec 2022
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain
  Tasks
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain TasksConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zhongwei Wan
Yichun Yin
Wei Zhang
Jiaxin Shi
Lifeng Shang
Guangyong Chen
Xin Jiang
Qun Liu
VLMCLL
351
20
0
07 Dec 2022
Toward a Neural Semantic Parsing System for EHR Question Answering
Toward a Neural Semantic Parsing System for EHR Question AnsweringAmerican Medical Informatics Association Annual Symposium (AMIA), 2022
Sarvesh Soni
Kirk Roberts
146
3
0
08 Nov 2022
DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language
  Processing
DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language ProcessingJournal of Biomedical Informatics (JBI), 2022
Yanjun Gao
Dmitriy Dligach
Timothy A. Miller
John R. Caskey
Brihat Sharma
M. Churpek
Majid Afshar
ELMLRM
285
28
0
29 Sep 2022
Extend and Explain: Interpreting Very Long Language Models
Extend and Explain: Interpreting Very Long Language Models
Joel Stremmel
B. Hill
Jeffrey S. Hertzberg
Jaime Murillo
Llewelyn Allotey
Eran Halperin
282
6
0
02 Sep 2022
Learning to Ask Like a Physician
Learning to Ask Like a PhysicianClinical Natural Language Processing Workshop (ClinicalNLP), 2022
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
245
23
0
06 Jun 2022
DrugEHRQA: A Question Answering Dataset on Structured and Unstructured
  Electronic Health Records For Medicine Related Queries
DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related QueriesInternational Conference on Language Resources and Evaluation (LREC), 2022
Jayetri Bardhan
Anthony Colas
Kirk Roberts
D. Wang
CML
113
18
0
03 May 2022
Cross-modal Memory Networks for Radiology Report Generation
Cross-modal Memory Networks for Radiology Report GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Zhihong Chen
Yaling Shen
Yan Song
Xiang Wan
MedIm
240
347
0
28 Apr 2022
KALA: Knowledge-Augmented Language Model Adaptation
KALA: Knowledge-Augmented Language Model AdaptationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Minki Kang
Jinheon Baek
Sung Ju Hwang
VLMKELM
213
41
0
22 Apr 2022
Hierarchical Annotation for Building A Suite of Clinical Natural
  Language Processing Tasks: Progress Note Understanding
Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note UnderstandingInternational Conference on Language Resources and Evaluation (LREC), 2022
Yanjun Gao
Dmitriy Dligach
Timothy A. Miller
S. Tesch
Ryan Laffin
M. Churpek
Majid Afshar
162
23
0
06 Apr 2022
TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural
  Language Processing
TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language ProcessingChina National Conference on Chinese Computational Linguistics (CCL), 2022
Mucheng Ren
Heyan Huang
Yuxiang Zhou
Qianwen Cao
Yu Bu
Yang Gao
231
16
0
21 Mar 2022
Uncertainty-Aware Text-to-Program for Question Answering on Structured
  Electronic Health Records
Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health RecordsACM Conference on Health, Inference, and Learning (ACM CHIL), 2022
Daeyoung Kim
Seongsu Bae
S. Kim
Edward Choi
197
6
0
14 Mar 2022
Doctor Recommendation in Online Health Forums via Expertise Learning
Doctor Recommendation in Online Health Forums via Expertise LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Xiaoxin Lu
Yubo Zhang
Jing Li
Shi Zong
LM&MA
280
10
0
06 Mar 2022
BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves
  Biomedical Machine Reading Comprehension Task
BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task
Maria Mahbub
Sudarshan Srinivasan
Edmon Begoli
Gregory D. Peterson
311
12
0
26 Feb 2022
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific Papers
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific Papers
Federico Ruggeri
Mohsen Mesgar
Iryna Gurevych
169
2
0
14 Feb 2022
GatorTron: A Large Clinical Language Model to Unlock Patient Information
  from Unstructured Electronic Health Records
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Recordsnpj Digital Medicine (NDM), 2022
Xi Yang
Aokun Chen
Nima M. Pournejatian
Hoo-Chang Shin
Kaleb E. Smith
...
Duane A. Mitchell
W. Hogan
E. Shenkman
Jiang Bian
Yonghui Wu
AI4MHLM&MA
726
705
0
02 Feb 2022
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical
  sequences
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences
Yikuan Li
R. M. Wehbe
F. Ahmad
Hanyin Wang
Yuan Luo
VLMMedIm
514
130
0
27 Jan 2022
Benchmark datasets driving artificial intelligence development fail to
  capture the needs of medical professionals
Benchmark datasets driving artificial intelligence development fail to capture the needs of medical professionalsJournal of Biomedical Informatics (JBI), 2022
Kathrin Blagec
J. Kraiger
Wolfgang Frühwirt
Matthias Samwald
AI4MH
212
37
0
18 Jan 2022
Development of an Extractive Clinical Question Answering Dataset with
  Multi-Answer and Multi-Focus Questions
Development of an Extractive Clinical Question Answering Dataset with Multi-Answer and Multi-Focus Questions
Sungrim Moon
Huan He
Hongfang Liu
Jungwei Fan
111
5
0
07 Jan 2022
A Scoping Review of Publicly Available Language Tasks in Clinical
  Natural Language Processing
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
202
27
0
07 Dec 2021
Towards More Robust Natural Language Understanding
Towards More Robust Natural Language Understanding
Xinliang Frederick Zhang
217
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01 Dec 2021
Question Answering for Complex Electronic Health Records Database using
  Unified Encoder-Decoder Architecture
Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture
Seongsu Bae
Daeyoung Kim
Jiho Kim
Edward Choi
224
7
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14 Nov 2021
Pre-trained Language Models in Biomedical Domain: A Systematic Survey
Pre-trained Language Models in Biomedical Domain: A Systematic SurveyACM Computing Surveys (CSUR), 2021
Benyou Wang
Qianqian Xie
Jiahuan Pei
Zhihong Chen
Prayag Tiwari
Zhao Li
Jie Fu
LM&MAAI4CE
462
211
0
11 Oct 2021
What Would it Take to get Biomedical QA Systems into Practice?
What Would it Take to get Biomedical QA Systems into Practice?
Gregory Kell
Iain J. Marshall
Byron C. Wallace
A. Jaun
247
10
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21 Sep 2021
CodeQA: A Question Answering Dataset for Source Code Comprehension
CodeQA: A Question Answering Dataset for Source Code Comprehension
Chenxiao Liu
Xiaojun Wan
213
40
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17 Sep 2021
MeDiaQA: A Question Answering Dataset on Medical Dialogues
MeDiaQA: A Question Answering Dataset on Medical Dialogues
Huqun Suri
Tao Gui
Wenhua Huo
Yan Liu
Chunsheng Guan
LM&MA
107
7
0
18 Aug 2021
Q-Pain: A Question Answering Dataset to Measure Social Bias in Pain
  Management
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
251
27
0
03 Aug 2021
Attention-based Aspect Reasoning for Knowledge Base Question Answering
  on Clinical Notes
Attention-based Aspect Reasoning for Knowledge Base Question Answering on Clinical Notes
Ping Wang
Tian Shi
Khushbu Agarwal
Sutanay Choudhury
Chandan K. Reddy
194
6
0
01 Aug 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering
  and Reading Comprehension
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading ComprehensionACM Computing Surveys (CSUR), 2021
Anna Rogers
Matt Gardner
Isabelle Augenstein
375
190
0
27 Jul 2021
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital
  Discharge Notes
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge NotesAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
J. Mullenbach
Yada Pruksachatkun
Sean Adler
Jennifer Seale
Jordan Swartz
T. McKelvey
Hui Dai
Yi Yang
David Sontag
142
20
0
04 Jun 2021
A Dataset of Information-Seeking Questions and Answers Anchored in
  Research Papers
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Pradeep Dasigi
Kyle Lo
Iz Beltagy
Arman Cohan
Noah A. Smith
Matt Gardner
RALM
374
405
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AMMU : A Survey of Transformer-based Biomedical Pretrained Language
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Katikapalli Subramanyam Kalyan
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S. Sangeetha
LM&MAMedIm
389
191
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