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2010.16021
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CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020
30 October 2020
Xiang Yue
Xinliang Frederick Zhang
Ziyu Yao
Simon M. Lin
Huan Sun
LM&MA
MedIm
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Papers citing
"CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering"
26 / 26 papers shown
Investigating LLM Capabilities on Long Context Comprehension for Medical Question Answering
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Domain-Specific Data Generation Framework for RAG Adaptation
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Weihao Xie
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Hui Liu
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106
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13 Oct 2025
Learning Facts at Scale with Active Reading
Jessy Lin
Vincent-Pierre Berges
Xilun Chen
Anuj Kumar
Gargi Ghosh
Barlas Oğuz
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203
6
0
13 Aug 2025
Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA
Justice Ou
Tinglin Huang
Yilun Zhao
Ziyang Yu
Peiqing Lu
Rex Ying
RALM
255
5
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23 Mar 2025
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation
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H. Handa
Miho Ohsaki
Kimiaki Shirahama
339
1
0
12 Mar 2025
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering
Sichu Liang
Linhai Zhang
Hongyu Zhu
Wenwen Wang
Yulan He
Deyu Zhou
RALM
287
9
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19 Feb 2025
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions
Hanjie Chen
Zhouxiang Fang
Yash Singla
Mark Dredze
ELM
AI4MH
531
102
0
28 Feb 2024
EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries
Sunjun Kweon
Jiyoun Kim
Heeyoung Kwak
Dongchul Cha
Hangyul Yoon
Kwanghyun Kim
Jeewon Yang
Seunghyun Won
Edward Choi
LM&MA
646
27
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25 Feb 2024
Dynamic Q&A of Clinical Documents with Large Language Models
Ran Elgedawy
Ioana Danciu
Maria Mahbub
Sudarshan Srinivasan
LM&MA
165
8
0
19 Jan 2024
XAIQA: Explainer-Based Data Augmentation for Extractive Question Answering
Joel Stremmel
A. Saeedi
Hamid Hassanzadeh
Sanjit Batra
Jeffrey K Hertzberg
Jaime Murillo
Eran Halperin
MedIm
208
1
0
06 Dec 2023
MOKA: Moral Knowledge Augmentation for Moral Event Extraction
Xinliang Frederick Zhang
Winston Wu
Nick Beauchamp
Lu Wang
268
12
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16 Nov 2023
Question Answering for Electronic Health Records: A Scoping Review of datasets and models
Journal of Medical Internet Research (JMIR), 2023
Jayetri Bardhan
Kirk Roberts
Daisy Zhe Wang
435
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12 Oct 2023
Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Siyang Liu
Naihao Deng
Sahand Sabour
Yilin Jia
Shiyu Huang
Amélie Reymond
462
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09 Oct 2023
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
AAAI 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
322
81
0
27 Aug 2023
PaniniQA: Enhancing Patient Education Through Interactive Question Answering
Transactions 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
299
29
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07 Aug 2023
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications
Zihao Chen
H. Handa
Kimiaki Shirahama
204
2
0
19 Jan 2023
Source-Free Domain Adaptation for Question Answering with Masked Self-training
Transactions of the Association for Computational Linguistics (TACL), 2022
M. Yin
B. Wang
Yue Dong
Charles Ling
OOD
339
5
0
19 Dec 2022
Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Xinliang Frederick Zhang
Nick Beauchamp
Lu Wang
183
10
0
02 Nov 2022
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zhenrui Yue
Huimin Zeng
Bernhard Kratzwald
Stefan Feuerriegel
Dong Wang
OOD
189
4
0
19 Oct 2022
Learning to Ask Like a Physician
Clinical 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
395
24
0
06 Jun 2022
DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries
International Conference on Language Resources and Evaluation (LREC), 2022
Jayetri Bardhan
Anthony Colas
Kirk Roberts
D. Wang
CML
145
18
0
03 May 2022
Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask
Findings (Findings), 2022
Bilal Ghanem
Lauren Lutz Coleman
Julia Rivard Dexter
Spencer McIntosh von der Ohe
Alona Fyshe
AI4Ed
316
38
0
06 Apr 2022
BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task
Maria Mahbub
Sudarshan Srinivasan
Edmon Begoli
Gregory D. Peterson
357
12
0
26 Feb 2022
Towards More Robust Natural Language Understanding
Xinliang Frederick Zhang
264
2
0
01 Dec 2021
Automated question generation and question answering from Turkish texts
Fatih Çagatay Akyön
Ali Devrim Ekin Çavusoglu
Cemil Cengiz
S. Altinuc
A. Temi̇zel
318
20
0
11 Nov 2021
Biomedical Question Answering: A Survey of Approaches and Challenges
ACM Computing Surveys (CSUR), 2021
Qiao Jin
Zheng Yuan
Guangzhi Xiong
Qian Yu
Huaiyuan Ying
Chuanqi Tan
Mosha Chen
Songfang Huang
Xiaozhong Liu
Sheng Yu
338
128
0
10 Feb 2021
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