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FredZhang7
/

toxi-text-3M

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Text Classification

Zero-Shot Classification

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Dataset card Data Studio Files Files and versions

FredZhang7 commited on Jun 29, 2023

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@@ -17,11 +17,11 @@ Today (6/28/2023) I came across three newer HuggingFace datasets, so I added the
 The deduplicated training data alone consists of 2,880,230 rows of comments and messages. Among these rows, 416,457 are classified as toxic, while the remaining 2,463,773 are considered neutral. Below is a table to illustrate the data composition:
 |       |   Toxic  |  Neutral |   Total  |
 |-------|----------|----------|----------|
 | [multilingual-train-deduplicated.csv](./multilingual-train-deduplicated.csv) |   416,457   |   2,463,773   |   2,880,230   |
 | [multilingual-validation.csv](./multilingual-validation.csv) |   1,230   |   6,770   |   8,000   |
 | [multilingual-test.csv](./multilingual-test.csv) |   14,410   |   49,402   |   63,812   |
 Each CSV file has three columns: text, is_toxic, and lang.

 The deduplicated training data alone consists of 2,880,230 rows of comments and messages. Among these rows, 416,457 are classified as toxic, while the remaining 2,463,773 are considered neutral. Below is a table to illustrate the data composition:
 |       |   Toxic  |  Neutral |   Total  |
 |-------|----------|----------|----------|
 | [multilingual-train-deduplicated.csv](./multilingual-train-deduplicated.csv) |   416,457   |   2,463,773   |   2,880,230   |
 | [multilingual-validation.csv](./multilingual-validation.csv) |   1,230   |   6,770   |   8,000   |
 | [multilingual-test.csv](./multilingual-test.csv) |   14,410   |   49,402   |   63,812   |
 Each CSV file has three columns: text, is_toxic, and lang.
+Have fun modelling!