j-hartmann
/
emotion-english-distilroberta-base
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
j-hartmann/emotion-english-distilroberta-base is a forked repo from huggingface. License: None
12 Commits 1 Branch 0 Tags 628 MiB
Text 100%
Go to file
Hartmann 80a6c9d881 Update README.md 2021-06-16 09:34:10 +00:00
.gitattributes initial commit 2021-06-15 09:43:00 +00:00
README.md Update README.md 2021-06-16 09:34:10 +00:00
config.json updated labels 2021-06-15 10:33:11 +00:00
merges.txt initial commit 2021-06-15 09:55:44 +00:00
pytorch_model.bin initial commit 2021-06-15 09:55:44 +00:00
special_tokens_map.json initial commit 2021-06-15 09:55:44 +00:00
tokenizer.json initial commit 2021-06-15 09:55:44 +00:00
tokenizer_config.json initial commit 2021-06-15 09:55:44 +00:00
training_args.bin initial commit 2021-06-15 09:55:44 +00:00
vocab.json initial commit 2021-06-15 09:55:44 +00:00

README.md

Description

With this model, you can classify emotions in English text data. The model was trained on diverse datasets and predicts 7 emotions:

  1. anger
  2. disgust
  3. fear
  4. joy
  5. neutral
  6. sadness
  7. surprise

Application

a) Run emotion model with 3 lines of code on single text example using Hugging Face's pipeline command:

Open In Colab

b) Run emotion model on multiple examples and full datasets (e.g., .csv files):

Open In Colab

Contact

Please reach out to jochen.hartmann@uni-hamburg.de if you have any questions or feedback.