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JigSaw有毒评论分类清理数据,竖锯评论,带感情,评论长度和翻译文本

JigSaw有毒评论分类清理数据,竖锯评论,带感情,评论长度和翻译文本

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NLP,Deep Learning,Feature Engineering,Text Data Classification

I've been working on the JigSaw Multilingual Toxic Comment classification competition and found that the data requir......

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    README.md

    I've been working on the JigSaw Multilingual Toxic Comment classification competition and found that the data requires a bit of restructuring to build the machine learning models. This dataset includes my addition to the original dataset of the competition.

    Content

    This dataset enhances the original dataset in three ways.

    1. The comment data in various languages are translated to English since almost all the NLP models work well in English.

    Context

    I've been working on the JigSaw Multilingual Toxic Comment classification competition and found that the data requires a bit of restructuring to build the machine learning models. This dataset includes my addition to the original dataset of the competition.

    Content

    This dataset enhances the original dataset in three ways.

    1. The comment data in various languages are translated to English since almost all the NLP models work well in English. They are trained and tested in English.

    2. Sentiments scores are added (Positive, Negative, Neutral, Compound)

    3. Comment length of EnglEnglish translation is added to the dataset.


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