Crowdbreaks: Tracking Health Trends using Public Social Media Data and Crowdsourcing

14 May 2018

Papers citing "Crowdbreaks: Tracking Health Trends using Public Social Media Data and Crowdsourcing"

11 / 11 papers shown

Title
Hierarchical Multi-Label Classification of Online Vaccine Concerns Chloe Qinyu Zhu Rickard Stureborg Bhuwan Dhingra 18 3 0 01 Feb 2024
Tracking the Structure and Sentiment of Vaccination Discussions on Mumsnet Miguel E.P. Silva R. Skeva T. House C. Jay 11 0 0 24 Aug 2023
Real-world Machine Learning Systems: A survey from a Data-Oriented Architecture Perspective Christian Cabrera Andrei Paleyes Pierre Thodoroff Neil D. Lawrence AI4TS AI4CE OOD 30 6 0 09 Feb 2023
VaxxHesitancy: A Dataset for Studying Hesitancy towards COVID-19 Vaccination on Twitter Yida Mu Mali Jin Charles Grimshaw Carolina Scarton Kalina Bontcheva Xingyi Song 23 15 0 17 Jan 2023
CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID Vaccines Soham Poddar Azlaan Mustafa Samad Rajdeep Mukherjee Niloy Ganguly Saptarshi Ghosh 22 26 0 28 Apr 2022
Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model Usman Naseem Byoung Chan Lee Matloob Khushi Jinman Kim A. Dunn AI4MH LM&MA VLM 31 33 0 09 Apr 2022
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 37 163 0 11 Oct 2021
Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRU Usman Naseem Matloob Khushi Jinman Kim A. Dunn 24 12 0 17 Jun 2021
Addressing machine learning concept drift reveals declining vaccine sentiment during the COVID-19 pandemic Martin Müller M. Salathé 8 21 0 03 Dec 2020
COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter Martin Müller M. Salathé P. Kummervold VLM MedIm AI4MH 24 355 0 15 May 2020
The Risk to Population Health Equity Posed by Automated Decision Systems: A Narrative Review Mitchell Burger 13 5 0 18 Jan 2020