README.md · wesleyacheng/twitter-emotion-classification-with-bert at main

metadata

license: apache-2.0
datasets:
  - tweet_eval
language:
  - en
metrics:
  - accuracy
  - f1
pipeline_tag: text-classification
widget:
  - text: Yay!
    example_title: Joy Example
  - text: There is no meaning in life.
    example_title: Sadness Example
  - text: I hate you!
    example_title: Anger Example

First posted in my Kaggle.

Hello, I'm Wesley, nice to meet you! 👋

While I was making my Angry Birds Classifier to classify if tweets are angry or not, I thought why don't we add 2 more emotions! Joy and Sadness into the mix!

Here I created a Multiclass Text Classifier that classifies tweets as either having JOY, SADNESS, or ANGER.

I used the Twitter Emotion Dataset and BERT to do Transfer Learning with PyTorch and HuggingFace.