assaft commited on
Commit
daac81d
·
1 Parent(s): f6a53dd

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +27 -0
README.md ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ License: Community Data License Agreement - Sharing - Version 1.0
2
+ https://cdla.dev/sharing-1-0/
3
+
4
+ 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.
5
+
6
+ ==========================================
7
+
8
+ The COVID-19 Vaccine Intent Expressions dataset containts 7,990 variying expressions for common questions about COVID-19 vaccines.
9
+
10
+ We collaborated with a team at Johns Hopkins University to curate a list 181 such common questions.
11
+
12
+ 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.
13
+
14
+ 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.
15
+
16
+ The data is split to 3 files, train.csv and dev.csv and test.csv.
17
+
18
+ Each file contains the following columns:
19
+
20
+ 1. text - the expression written by an annotator (or taken from VIRADialogs)
21
+ 2. label - the running class index associated with this label
22
+
23
+ If you use this dataset please cite:
24
+
25
+ Benchmark Data and Evaluation Framework for Intent Discovery Around COVID-19 Vaccine Hesitancy
26
+ Shai Gretz, Assaf Toledo, Roni Friedman, Dan Lahav, Rose Weeks, Naor Bar-Zeev, João Sedoc, Pooja Sangha, Yoav Katz, Noam Slonim
27
+ arXiv, 2022