Title
Unsupervised Text Mining of COVID-19 Records Mohamad Zamini OOD 9 0 0 08 Sep 2021
Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 Questions Diego Mollá Aliod Urvashi Khanna Dima Galat Vincent Nguyen Maciej Rybiński RALM 37 2 0 27 Aug 2021
Overview and Insights from the SciVer Shared Task on Scientific Claim Verification David Wadden Kyle Lo 55 11 0 17 Jul 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 2021: The ninth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering A. Nentidis K. Bougiatiotis Carlos Rodríguez-Penagos Anastasia Krithara Marta Villegas Martin Krallinger George Giannakopoulos 29 45 0 28 Jun 2021
Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature Yu-Chiang Frank Wang Jinchao Li Tristan Naumann Chenyan Xiong Hao Cheng ... Yang Qin Eric Horvitz Paul N. Bennett Jianfeng Gao Hoifung Poon OOD 33 13 0 25 Jun 2021
A Systematic Collection of Medical Image Datasets for Deep Learning Johann Li Guangming Zhu Cong Hua Mingtao Feng Basheer Bennamoun ... Xu Xu Lin Mei Liang Zhang Syed Afaq Ali Shah Bennamoun OOD 46 49 0 24 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
How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact Zhijing Jin Geeticka Chauhan Brian Tse Mrinmaya Sachan Rada Mihalcea 30 25 0 04 Jun 2021
VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups Zejiang Shen Kyle Lo Lucy Lu Wang Bailey Kuehl Daniel S. Weld Doug Downey VLM 16 34 0 01 Jun 2021
BookSum: A Collection of Datasets for Long-form Narrative Summarization Wojciech Kry'sciñski Nazneen Rajani Divyansh Agarwal Caiming Xiong Dragomir R. Radev RALM 36 145 0 18 May 2021
MS MARCO: Benchmarking Ranking Models in the Large-Data Regime Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos Jimmy J. Lin ALM 40 63 0 09 May 2021
AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection Dataset Mohamed Seghir Hadj Ameur H. Aliane 18 18 0 07 May 2021
ExcavatorCovid: Extracting Events and Relations from Text Corpora for Temporal and Causal Analysis for COVID-19 Bonan Min Benjamin Rozonoyer Haoling Qiu Alex Zamanian J. MacBride 43 12 0 05 May 2021
COVID-19 and Big Data: Multi-faceted Analysis for Spatio-temporal Understanding of the Pandemic with Social Media Conversations Shayan Fazeli D. Zamanzadeh Anaelia Ovalle Thu-Anh Nguyen Gilbert Gee Majid Sarrafzadeh 28 1 0 22 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 264 975 0 17 Apr 2021
COVID-19 Named Entity Recognition for Vietnamese Thinh Hung Truong M. Dao Dat Quoc Nguyen 29 38 0 08 Apr 2021
COVID-19 Smart Chatbot Prototype for Patient Monitoring Hannah Lei Weiqi Lu A. Ji Emmett Bertram Paul Gao Xiaoqian Jiang Arko Barman 22 4 0 11 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
Accelerating COVID-19 research with graph mining and transformer-based learning Ilya Tyagin Ankit Kulshrestha Justin Sybrandt Krish Matta M. Shtutman Ilya Safro OOD AI4CE 31 6 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 29 95 0 10 Feb 2021
Spark NLP: Natural Language Understanding at Scale Veysel Kocaman D. Talby 45 66 0 26 Jan 2021
AI- and HPC-enabled Lead Generation for SARS-CoV-2: Models and Processes to Extract Druglike Molecules Contained in Natural Language Text Zhi Hong J. G. Pauloski Logan T. Ward Kyle Chard Ben Blaiszik Ian Foster 16 0 0 12 Jan 2021
Model Generalization on COVID-19 Fake News Detection Yejin Bang Etsuko Ishii Samuel Cahyawijaya Ziwei Ji Pascale Fung 50 36 0 11 Jan 2021
COVID-19: Comparative Analysis of Methods for Identifying Articles Related to Therapeutics and Vaccines without Using Labeled Data Mihir Parmar Ashwin Karthik Ambalavanan Hong Guan Rishab Banerjee Jitesh Pabla M. Devarakonda 23 0 0 05 Jan 2021
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities? Hyunjae Kim Jaewoo Kang AI4CE 86 21 0 01 Jan 2021
Kamino: Constraint-Aware Differentially Private Data Synthesis Chang Ge Shubhankar Mohapatra Xi He Ihab F. Ilyas SyDa 23 44 0 31 Dec 2020
Improving Clinical Document Understanding on COVID-19 Research with Spark NLP Veysel Kocaman D. Talby 19 10 0 07 Dec 2020
COVIDScholar: An automated COVID-19 research aggregation and analysis platform Amalie Trewartha John Dagdelen Haoyan Huo Kevin Cruse Zheren Wang ... Akshay Subramanian Yuxing Fei Benjamin Justus Kristin A. Persson Gerbrand Ceder 25 20 0 07 Dec 2020
CovidExplorer: A Multi-faceted AI-based Search and Visualization Engine for COVID-19 Information Heer Ambavi Kavita Vaishnaw Udit Vyas Abhisht Tiwari M. Singh 20 3 0 30 Nov 2020
Denmark's Participation in the Search Engine TREC COVID-19 Challenge: Lessons Learned about Searching for Precise Biomedical Scientific Information on COVID-19 Lucas Chaves Lima Casper Hansen Christian B. Hansen Dongsheng Wang Maria Maistro Birger Larsen J. Simonsen Christina Lioma 27 2 0 25 Nov 2020
CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search Chenyan Xiong Zhenghao Liu Si Sun Zhuyun Dai Kaitao Zhang S. Yu Zhiyuan Liu Hoifung Poon Jianfeng Gao Paul N. Bennett 24 10 0 03 Nov 2020
COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval Xinliang Frederick Zhang Heming Sun Xiang Yue Simon M. Lin Huan Sun RALM 78 17 0 24 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 244 612 0 13 Oct 2020
Predicting Clinical Trial Results by Implicit Evidence Integration Qiao Jin Chuanqi Tan Mosha Chen Xiaozhong Liu Songfang Huang 19 8 0 12 Oct 2020
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers Tom Hope Aida Amini David Wadden Madeleine van Zuylen Sravanthi Parasa Eric Horvitz Daniel S. Weld Roy Schwartz Hannaneh Hajishirzi 34 29 0 08 Oct 2020
Data-driven Operation of the Resilient Electric Grid: A Case of COVID-19 Hossein Noorazar A. Srivastava K. S. Sajan Sanjeev Pannala AI4CE 9 7 0 05 Oct 2020
Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding Jiaming Shen Heng Ji Jiawei Han 15 33 0 01 Oct 2020
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation Charles F Welch Rada Mihalcea Jonathan K. Kummerfeld AI4CE 19 4 0 29 Sep 2020
Extracting Summary Knowledge Graphs from Long Documents Zeqiu Wu Rik Koncel-Kedziorski Mari Ostendorf Hannaneh Hajishirzi 35 15 0 19 Sep 2020
High-Performance Mining of COVID-19 Open Research Datasets for Text Classification and Insights in Cloud Computing Environments Jie Zhao M. A. Rodriguez Rajkumar Buyya 18 2 0 16 Sep 2020
WNTRAC: AI Assisted Tracking of Non-pharmaceutical Interventions Implemented Worldwide for COVID-19 Parthasarathy Suryanarayanan Ching-Huei Tsou Ananya Poddar Diwakar Mahajan Bharath Dandala ... P. Guhan S. Mahatma Aisha Walcott-Bryant Divya Pathak Michal Rosen-Zvi 7 21 0 02 Sep 2020
COVID-SEE: Scientific Evidence Explorer for COVID-19 Related Research Karin Verspoor Simon Suster Yulia Otmakhova Shevon Mendis Zenan Zhai Biaoyan Fang Jey Han Lau Timothy Baldwin Antonio Jimeno Yepes David Martínez 19 20 0 18 Aug 2020
Ontology-driven weak supervision for clinical entity classification in electronic health records Jason Alan Fries E. Steinberg S. Khattar Scott L. Fleming J. Posada A. Callahan N. Shah 21 72 0 05 Aug 2020
COVID-19 Kaggle Literature Organization M. Eren N. Solovyev Edward Raff Charles K. Nicholas Ben Johnson 30 15 0 04 Aug 2020
Elsevier OA CC-By Corpus Daniel James Kershaw R. Koeling OffRL 19 7 0 03 Aug 2020
Artificial Intelligence in the Battle against Coronavirus (COVID-19): A Survey and Future Research Directions Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Tien Nguyen Samuel Yang Peter W. Eklund Thien Huynh-The Thanh Tam Nguyen Quoc-Viet Pham Imran Razzak Edbert B. Hsu 36 190 0 30 Jul 2020
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature Colby Wise V. Ioannidis Miguel Calvo Rebollar Xiang Song George D. Price Ninad Kulkarni Ryan Brand Parminder Bhatia George Karypis 10 68 0 24 Jul 2020
A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images I. Laradji Pau Rodríguez López Oscar Manas Keegan Lensink M. Law Lironne Kurzman William Parker David Vazquez Derek Nowrouzezahrai 21 84 0 04 Jul 2020
Exploration and Discovery of the COVID-19 Literature through Semantic Visualization Jingxuan Tu M. Verhagen Brent Cochran James Pustejovsky 11 19 0 03 Jul 2020