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README.md
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License: Community Data License Agreement - Sharing - Version 1.0
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https://cdla.dev/sharing-1-0/
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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.
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==========================================
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The COVID-19 Vaccine Intent Expressions dataset containts 7,990 variying expressions for common questions about COVID-19 vaccines.
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We collaborated with a team at Johns Hopkins University to curate a list 181 such common questions.
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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.
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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.
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The data is split to 3 files, train.csv and dev.csv and test.csv.
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Each file contains the following columns:
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1. text - the expression written by an annotator (or taken from VIRADialogs)
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2. label - the running class index associated with this label
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If you use this dataset please cite:
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Benchmark Data and Evaluation Framework for Intent Discovery Around COVID-19 Vaccine Hesitancy
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Shai Gretz, Assaf Toledo, Roni Friedman, Dan Lahav, Rose Weeks, Naor Bar-Zeev, João Sedoc, Pooja Sangha, Yoav Katz, Noam Slonim
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arXiv, 2022
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