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The COVID-19 Vaccine Intent Expressions dataset contains 7,990 varying expressions for common questions about COVID-19 vaccines.
We collaborated with a team at Johns Hopkins University to curate a list 181 such common questions.
We then showed annotators a question from the list and asked them to express it in their words, imagining they are chatting with a knowledgable friend.
A subset of 324 expressions in this dataset are utterances taken from VIRADialogs, a dataset of conversations of users with a chatbot about COVID-19 vaccines.
The data is split to 3 files, train.csv and dev.csv and test.csv.
Each file contains the following columns:
1. text - the expression written by an annotator (or taken from VIRADialogs)
2. label - the running class index associated with this label
If you use this dataset please cite:
Benchmark Data and Evaluation Framework for Intent Discovery Around COVID-19 Vaccine Hesitancy
Shai Gretz, Assaf Toledo, Roni Friedman, Dan Lahav, Rose Weeks, Naor Bar-Zeev, João Sedoc, Pooja Sangha, Yoav Katz, Noam Slonim.
arXiv. 2022.
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License: Community Data License Agreement - Sharing - Version 1.0
https://cdla.dev/sharing-1-0/
This dataset contains parts of VIRADialogs as-is. All credit for VIRADialogs belongs to Johns Hopkins University, they are the sole owners of VIRADialogs. VIRADialogs is available at vaxchat.org/research. |