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michellejieli
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emotion_text_classifier

Text Classification
Transformers
PyTorch
English
roberta
distilroberta
sentiment
emotion
twitter
reddit
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  DistilRoBERTa-base is a transformers model, which is pre-trained on the Friends show to classify emotions from text data. It predicts 6 Ekman emotions and a neutral class. These emotions include anger, disgust, fear, joy, neutral, sadness, and surprise.
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- The model is a fine-tuned version of [Emotion English DistilRoBERTa-base](https://huggingface.co/j-hartmann/emotion-english-distilroberta-base/) and [DistilRoBERTa-base](https://huggingface.co/j-hartmann/emotion-english-distilroberta-base). This model was initially trained on
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  |Name|anger|disgust|fear|joy|neutral|sadness|surprise|
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  It was fine-tuned on:
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  |Name|anger|disgust|fear|joy|neutral|sadness|surprise|
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  |---|---|---|---|---|---|---|---|
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- |Crowdflower (2016)|Yes|-|-|Yes|Yes|Yes|Yes|
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  # How to Use
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  DistilRoBERTa-base is a transformers model, which is pre-trained on the Friends show to classify emotions from text data. It predicts 6 Ekman emotions and a neutral class. These emotions include anger, disgust, fear, joy, neutral, sadness, and surprise.
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+ The model is a fine-tuned version of [Emotion English DistilRoBERTa-base](https://huggingface.co/j-hartmann/emotion-english-distilroberta-base/) and [DistilRoBERTa-base](https://huggingface.co/j-hartmann/emotion-english-distilroberta-base). This model was initially trained on the following table (from [Emotion English DistilRoBERTa-base](https://huggingface.co/j-hartmann/emotion-english-distilroberta-base/):
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  |Name|anger|disgust|fear|joy|neutral|sadness|surprise|
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  |---|---|---|---|---|---|---|---|
 
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  It was fine-tuned on:
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  |Name|anger|disgust|fear|joy|neutral|sadness|surprise|
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  |---|---|---|---|---|---|---|---|
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+ |Emotion Lines (Friends)|Yes|Yes|Yes|Yes|Yes|Yes|Yes|
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  # How to Use
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