Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
json
Languages:
English
Size:
10K - 100K
License:
christinacdl
commited on
Commit
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307d061
1
Parent(s):
eb564a2
Update README.md
Browse files
README.md
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- All duplicate values were removed
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- Split using sklearn into 80% train and 20% temporary test (stratified label). Then split the test set using 0.50% test and validation (stratified label)
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- Split: 80/10/10
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- Train set label distribution: 0 ==> 11.210, 1 ==> 14.853
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- Validation set label distribution: 0 ==> 1.401, 1 ==> 1.857
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- Test set label distribution: 0 ==> 1.401, 1 ==> 1.857
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- Combination of 4 publicly available datasets:
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- 1. "Ethos" dataset (Mollas et al., 2022)
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- 2. HateCheck: Functional Tests for Hate Speech Detection Models (Rottger et al., 2021)
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- All duplicate values were removed
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- Split using sklearn into 80% train and 20% temporary test (stratified label). Then split the test set using 0.50% test and validation (stratified label)
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- Split: 80/10/10
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+
- Train set label distribution: 0 ==> 11.210, 1 ==> 14.853, 2.6063 in total
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- Validation set label distribution: 0 ==> 1.401, 1 ==> 1.857, 3.258 in total
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- Test set label distribution: 0 ==> 1.401, 1 ==> 1.857, 3.258 in total
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- Combination of 4 publicly available datasets:
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- 1. "Ethos" dataset (Mollas et al., 2022)
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- 2. HateCheck: Functional Tests for Hate Speech Detection Models (Rottger et al., 2021)
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