Pre-trained Language Model for Biomedical Question Answering

18 September 2019

Papers citing "Pre-trained Language Model for Biomedical Question Answering"

37 / 37 papers shown

Title
Pre-Trained Language Models for Keyphrase Prediction: A Review Muhammad Umair Tangina Sultana Young-Koo Lee 40 4 0 02 Sep 2024
Question answering system of bridge design specification based on large language model Leye Zhang Xiangxiang Tian Hongjun Zhang 13 0 0 26 Aug 2024
A Question Answering Based Pipeline for Comprehensive Chinese EHR Information Extraction Huaiyuan Ying Sheng Yu MedIm 27 0 0 17 Feb 2024
Knowledge of Pretrained Language Models on Surface Information of Tokens Tatsuya Hiraoka Naoaki Okazaki 32 1 0 15 Feb 2024
Impact of Tokenization on LLaMa Russian Adaptation Mikhail Tikhomirov D. Chernyshev 29 4 0 05 Dec 2023
Fine-tuning pre-trained extractive QA models for clinical document parsing Ashwyn Sharma David I. Feldman Aneesh Jain 16 0 0 04 Dec 2023
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering Yichi Zhang Zhuo Chen Yin Fang Yanxi Lu Fangming Li Wen Zhang Hua-zeng Chen 66 30 0 11 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 41 108 0 09 Nov 2023
Using Weak Supervision and Data Augmentation in Question Answering Chumki Basu Binyuan Hui Allen McIntosh Wei Wang J. Wullert OOD 52 0 0 28 Sep 2023
Transformers in Healthcare: A Survey Subhash Nerella S. Bandyopadhyay Jiaqing Zhang Miguel Contreras Scott Siegel ... Jessica Sena B. Shickel A. Bihorac Kia Khezeli Parisa Rashidi MedIm AI4CE 21 25 0 30 Jun 2023
The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces Kyle Lo Joseph Chee Chang Andrew Head Jonathan Bragg Amy X. Zhang ... Caroline M Wu Jiangjiang Yang Angele Zamarron Marti A. Hearst Daniel S. Weld 32 19 0 25 Mar 2023
Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes Shruthi Chari Prasanth Acharya Daniel Gruen Olivia R. Zhang Elif Eyigoz ... Oshani Seneviratne Fernando Jose Suarez Saiz Pablo Meyer Prithwish Chakraborty D. McGuinness 32 17 0 11 Feb 2023
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis Yuxin Xiao Paul Pu Liang Umang Bhatt Willie Neiswanger Ruslan Salakhutdinov Louis-Philippe Morency 175 86 0 10 Oct 2022
Science Checker: Extractive-Boolean Question Answering For Scientific Fact Checking Loïc Rakotoson Charles Letaillieur S. Massip F. Laleye 20 4 0 26 Apr 2022
Data Augmentation for Biomedical Factoid Question Answering Dimitris Pappas Prodromos Malakasiotis Ion Androutsopoulos MedIm 30 12 0 10 Apr 2022
Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing Tal August Lucy Lu Wang Jonathan Bragg Marti A. Hearst Andrew Head Kyle Lo 25 40 0 28 Feb 2022
BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task Maria Mahbub Sudarshan Srinivasan Edmon Begoli Gregory D. Peterson 27 11 0 26 Feb 2022
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 28 0 0 10 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 37 164 0 11 Oct 2021
Transformer-based Language Models for Factoid Question Answering at BioASQ9b Urvashi Khanna Diego Mollá Aliod 33 5 0 15 Sep 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 26 261 0 12 Aug 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Z Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 21 154 0 07 Jul 2021
Overview of BioASQ 2020: The eighth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering A. Nentidis Anastasia Krithara K. Bougiatiotis Martin Krallinger Carlos Rodríguez-Penagos Marta Villegas George Giannakopoulos 17 32 0 28 Jun 2021
ELECTRAMed: a new pre-trained language representation model for biomedical NLP Giacomo Miolo Giulio Mantoan C. Orsenigo 19 24 0 19 Apr 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
Detect and Classify -- Joint Span Detection and Classification for Health Outcomes Michael Abaho Danushka Bollegala P. Williamson S. Dodd 23 11 0 15 Apr 2021
Sequence tagging for biomedical extractive question answering Wonjin Yoon Richard Jackson Aron Lagerberg Jaewoo Kang MedIm 18 26 0 15 Apr 2021
Let Your Heart Speak in its Mother Tongue: Multilingual Captioning of Cardiac Signals Dani Kiyasseh T. Zhu David A. Clifton 27 0 0 19 Mar 2021
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies Gabriele Pergola E. Kochkina Lin Gui Maria Liakata Yulan He 88 31 0 16 Feb 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 29 95 0 10 Feb 2021
An Experimental Evaluation of Transformer-based Language Models in the Biomedical Domain Paul Grouchy Shobhit Jain Michael Liu Kuhan Wang Max Tian Nidhi Arora Hillary Ngai Faiza Khan Khattak Elham Dolatabadi S. Kocak LM&MA MedIm 19 4 0 31 Dec 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 16 18 0 27 Sep 2020
Query Focused Multi-document Summarisation of Biomedical Texts Diego Mollá Aliod Christopher Jones Vincent Nguyen 33 12 0 27 Aug 2020
Transferability of Natural Language Inference to Biomedical Question Answering Minbyul Jeong Mujeen Sung Gangwoo Kim Donghyeon Kim Wonjin Yoon J. Yoo Jaewoo Kang 19 38 0 01 Jul 2020
Answering Questions on COVID-19 in Real-Time Jinhyuk Lee Sean S. Yi Minbyul Jeong Mujeen Sung Wonjin Yoon Yonghwa Choi Miyoung Ko Jaewoo Kang 18 43 0 29 Jun 2020
Results of the seventh edition of the BioASQ Challenge A. Nentidis K. Bougiatiotis Anastasia Krithara George Giannakopoulos 24 62 0 16 Jun 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,748 0 26 Sep 2016