A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature

11 June 2018

Papers citing "A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature"

30 / 80 papers shown

Title
Clinical Evidence Engine: Proof-of-Concept For A Clinical-Domain-Agnostic Decision Support Infrastructure Bojian Hou Hao Zhang Gur Ladizhinsky Gur Ladizhinsky Stephen Yang Volodymyr Kuleshov Fei Wang Qian Yang 19 4 0 31 Oct 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 37 165 0 11 Oct 2021
Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations Shifeng Liu Yifang Sun Bing Li Wei Wang Florence T. Bourgeois A. Dunn 19 14 0 06 Sep 2021
Deep learning models are not robust against noise in clinical text M. Moradi Kathrin Blagec Matthias Samwald OOD 25 6 0 27 Aug 2021
Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains Yunzhi Yao Shaohan Huang Wenhui Wang Li Dong Furu Wei VLM ALM 20 46 0 25 Jun 2021
Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition Xin Zhang Guangwei Xu Yueheng Sun Meishan Zhang Pengjun Xie 19 20 0 31 May 2021
Impact of detecting clinical trial elements in exploration of COVID-19 literature Simon vSuster Karin Verspoor Tim Baldwin Jey Han Lau Antonio Jimeno Yepes David Martínez Yulia Otmakhova 21 2 0 25 May 2021
CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding Dustin Wright Isabelle Augenstein 16 24 0 23 May 2021
Detect and Classify -- Joint Span Detection and Classification for Health Outcomes Michael Abaho Danushka Bollegala P. Williamson S. Dodd 25 11 0 15 Apr 2021
MS2: Multi-Document Summarization of Medical Studies Jay DeYoung Iz Beltagy Madeleine van Zuylen Bailey Kuehl Lucy Lu Wang 15 107 0 13 Apr 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 25 197 0 22 Mar 2021
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 33 20 0 07 Dec 2020
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data David Lowell Brian Howard Zachary Chase Lipton Byron C. Wallace 27 23 0 22 Oct 2020
Elaborative Simplification: Content Addition and Explanation Generation in Text Simplification Neha Srikanth Junyi Jessy Li 29 43 0 20 Oct 2020
Predicting Clinical Trial Results by Implicit Evidence Integration Qiao Jin Chuanqi Tan Mosha Chen Xiaozhong Liu Songfang Huang 25 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
Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations Benjamin E. Nye Jay DeYoung Eric P. Lehman A. Nenkova Iain J. Marshall Byron C. Wallace 20 22 0 07 Oct 2020
Help! Need Advice on Identifying Advice Venkata S Govindarajan Benjamin Chen Rebecca Warholic K. Erk Junyi Jessy Li 8 17 0 06 Oct 2020
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media Xiang Dai Sarvnaz Karimi Ben Hachey Cécile Paris 24 35 0 02 Oct 2020
Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization Byron C. Wallace Sayantani Saha Frank Soboczenski Iain J. Marshall HILM 19 77 0 25 Aug 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 27 20 0 18 Aug 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 25 1,711 0 31 Jul 2020
Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time Benjamin E. Nye A. Nenkova Iain J. Marshall Byron C. Wallace 9 23 0 21 May 2020
Semi-Automating Knowledge Base Construction for Cancer Genetics Somin Wadhwa K. Yin K. Hughes Byron C. Wallace 22 0 0 17 May 2020
Evidence Inference 2.0: More Data, Better Models Jay DeYoung Eric P. Lehman Benjamin E. Nye Iain J. Marshall Byron C. Wallace 25 68 0 08 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 36 430 0 30 Apr 2020
Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks Lena Schmidt Julie Weeds J. Higgins MedIm 14 25 0 30 Jan 2020
Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction Yinfei Yang Oshin Agarwal Chris Tar Byron C. Wallace A. Nenkova 29 14 0 19 May 2019
A Study on Agreement in PICO Span Annotations Grace E. Lee Aixin Sun 6 14 0 21 Apr 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 33 2,914 0 26 Mar 2019