PubMedQA: A Dataset for Biomedical Research Question Answering

13 September 2019

Papers citing "PubMedQA: A Dataset for Biomedical Research Question Answering"

27 / 527 papers shown

Title
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
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 14 32 0 28 Jun 2021
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark Ningyu Zhang Mosha Chen Zhen Bi Xiaozhuan Liang Lei Li ... Jun Yan Hongying Zan Kunli Zhang Buzhou Tang Qingcai Chen LM&MA ELM 34 179 0 15 Jun 2021
Probing Pre-Trained Language Models for Disease Knowledge Israa Alghanmi Luis Espinosa-Anke Steven Schockaert LM&MA ELM 24 13 0 14 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 36 279 0 07 May 2021
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Devang Kulshreshtha Robert Belfer Iulian Serban Siva Reddy OOD 10 16 0 18 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
Sequence tagging for biomedical extractive question answering Wonjin Yoon Richard Jackson Aron Lagerberg Jaewoo Kang MedIm 10 26 0 15 Apr 2021
NoiseQA: Challenge Set Evaluation for User-Centric Question Answering Abhilasha Ravichander Siddharth Dalmia Maria Ryskina Florian Metze Eduard H. Hovy A. Black ELM 29 32 0 16 Feb 2021
Generating Synthetic Text Data to Evaluate Causal Inference Methods Zach Wood-Doughty I. Shpitser Mark Dredze SyDa CML 20 11 0 10 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 23 95 0 10 Feb 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 25 49 0 25 Jan 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 11 4 0 31 Dec 2020
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP) Qingyu Chen Robert Leaman Alexis Allot Ling Luo Chih-Hsuan Wei Shankai Yan Zhiyong Lu 17 37 0 09 Oct 2020
Multi-hop Inference for Question-driven Summarization Yang Deng Wenxuan Zhang Wai Lam 8 22 0 08 Oct 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
E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce Denghui Zhang Zixuan Yuan Yanchi Liu Fuzhen Zhuang Haifeng Chen Hui Xiong 17 33 0 07 Sep 2020
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu Robert Tinn Hao Cheng Michael R. Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA AI4CE 14 1,711 0 31 Jul 2020
Biomedical and Clinical English Model Packages in the Stanza Python NLP Library Yuhao Zhang Yuhui Zhang Peng Qi Christopher D. Manning C. Langlotz 11 14 0 29 Jul 2020
New Vietnamese Corpus for Machine Reading Comprehension of Health News Articles Kiet Van Nguyen Tin Van Huynh Duc-Vu Nguyen A. Nguyen Ngan Luu-Thuy Nguyen 16 40 0 19 Jun 2020
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization A. Esteva Anuprit Kale Romain Paulus Kazuma Hashimoto Wenpeng Yin Dragomir R. Radev R. Socher 29 64 0 17 Jun 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
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 18 62 0 13 May 2020
Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset Xiang Yue Bernal Jimenez Gutierrez Huan Sun 18 48 0 01 May 2020
Fact or Fiction: Verifying Scientific Claims David Wadden Shanchuan Lin Kyle Lo Lucy Lu Wang Madeleine van Zuylen Arman Cohan Hannaneh Hajishirzi HAI 19 429 0 30 Apr 2020
Benchmarking Machine Reading Comprehension: A Psychological Perspective Saku Sugawara Pontus Stenetorp Akiko Aizawa 16 2 0 04 Apr 2020
Learning Contextualized Document Representations for Healthcare Answer Retrieval Sebastian Arnold Betty van Aken Paul Grundmann Felix Alexander Gers Alexander Loser 4 13 0 03 Feb 2020