Datasets
Standard Dataset
LIAR2
- Citation Author(s):
- Submitted by:
- Chegn Xu
- Last updated:
- Tue, 07/16/2024 - 15:04
- DOI:
- 10.21227/p188-eq69
- Data Format:
- Research Article Link:
- License:
177 Views
- Categories:
- Keywords:
0 ratings - Please login to submit your rating.
Abstract
The LIAR dataset has been widely followed by fake news detection researchers since its release, and along with a great deal of research, the community has provided a variety of feedback on the dataset to improve it. We adopted these feedbacks and released the LIAR2 dataset, a new benchmark dataset of ~23k manually labeled by professional fact-checkers for fake news detection tasks. We have used a split ratio of 8:1:1 to distinguish between the training set, the test set, and the validation set, details of which are provided in the paper of "An Enhanced Fake News Detection System With Fuzzy Deep Learning". The LIAR2 dataset can be accessed at https://github.com/chengxuphd/liar2.
Instructions:
-
Data Descriptor Article DOI:
Comments
for research purposeĀ
for research purpose