https://github.com/gatenlp/vaxxhesitancy

https://github.com/gatenlp/vaxxhesitancy

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• Host: GitHub
• URL: https://github.com/gatenlp/vaxxhesitancy
• Owner: GateNLP
• License: mit
• Created: 2023-01-17T01:33:17.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2024-02-23T19:54:03.000Z (10 months ago)
• Last Synced: 2024-04-16T07:59:29.152Z (9 months ago)
• Size: 95.7 KB
• Stars: 2
• Watchers: 5
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# VaxxHesitancy

Paper accepted @ICWSM 2023 https://ojs.aaai.org/index.php/ICWSM/article/view/22213/21992

We create a publicly available dataset of over 3,100 COVID-19 vaccine-related tweets labelled as one of four stance categories: pro-vaxx, anti-vaxx, vaxx-hesitant, or irrelevant.

We split our dataset into two separate files:

(1) VaccineHesitancy_train_v2.csv (Single + Double annotated)

(2) VaccineHesitancy_test.csv (Double annotated)

Our dataset is publicly available via Zenodo: https://zenodo.org/records/7601328

Our PLM (i.e., covid-vaccine-twitter-bert) is available via HuggingFace: https://huggingface.co/GateNLP/covid-vaccine-twitter-bert

```bibtex

@inproceedings{mu2023vaxxhesitancy,

  title={VaxxHesitancy: A Dataset for Studying Hesitancy Towards COVID-19 Vaccination on Twitter},

  author={Mu, Yida and Jin, Mali and Grimshaw, Charlie and Scarton, Carolina and Bontcheva, Kalina and Song, Xingyi},

  booktitle={Proceedings of the International AAAI Conference on Web and Social Media},

  volume={17},

  pages={1052--1062},

  year={2023}

}

```