FredZhang7 commited on
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51685eb
1 Parent(s): d6e9d86

update source and limitations

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  1. README.md +6 -1
README.md CHANGED
@@ -138,7 +138,7 @@ Supported languages:
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  ### Original Source?
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  Around 11 months ago, I downloaded and preprocessed 2.7M rows of text data, but completely forgot the original source of these datasets...
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- All I know is that I looked everywhere: HuggingFace, research papers, GitHub, Kaggle, and Google search. I even fetched 20K+ tweets using the Twitter API.
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  Today (6/28/2023) I came across two newer HuggingFace datasets, so I remembered to credit them below.
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  Known datasets:
@@ -147,4 +147,9 @@ Known datasets:
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  <br>
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  Have fun modelling!
 
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  ### Original Source?
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  Around 11 months ago, I downloaded and preprocessed 2.7M rows of text data, but completely forgot the original source of these datasets...
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+ All I remember is that I downloaded datasets from everywhere I could: HuggingFace, research papers, GitHub, Kaggle, SurgeAI, and Google search. I even fetched 20K+ tweets using the Twitter API.
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  Today (6/28/2023) I came across two newer HuggingFace datasets, so I remembered to credit them below.
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  Known datasets:
 
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  <br>
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+ ### Limitations
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+ Some limitations include:
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+ - All labels were rounded to the nearest integer. If a text was classified as 46%-54% toxic, the text itself might not be noticeably toxic or neutral.
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+ - There were disagreements among moderators on some labels, due to ambiguity and lack of context.
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+
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  Have fun modelling!