Pre-trained language models in biomedical domain: A systematic survey

B Wang, Q ** review
A Ebbehoj, MØ Thunbo, OE Andersen… - PLOS Digital …, 2022 - journals.plos.org
Background Transfer learning is a form of machine learning where a pre-trained model
trained on a specific task is reused as a starting point and tailored to another task in a …

Overview of the fifth social media mining for health applications (# smm4h) shared tasks at coling 2020

A Klein, I Alimova, I Flores, A Magge… - Proceedings of the …, 2020 - aclanthology.org
The vast amount of data on social media presents significant opportunities and challenges
for utilizing it as a resource for health informatics. The fifth iteration of the Social Media …

The impact of COVID-19 on consumers' psychological behavior based on data mining for online user comments in the catering industry in China

C Zhang, J Jiang, H **, T Chen - International journal of environmental …, 2021 - mdpi.com
The outbreak of COVID-19 in late 2019 has had a huge impact on people's daily life. Many
restaurant businesses have been greatly affected by it. Consumers' preferences for catering …

[HTML][HTML] Natural language model for automatic identification of intimate partner violence reports from twitter

MA Al-Garadi, S Kim, Y Guo, E Warren, YC Yang… - Array, 2022 - Elsevier
Intimate partner violence (IPV) is a preventable public health problem that affects millions of
people worldwide. Approximately one in four women are estimated to be or have been …