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---
license: mit
language:
- en
base_model:
- cardiffnlp/twitter-roberta-base-sentiment
---
# soccer-tweet-sentiment

This model is a fine-tuned version of [cardiffnlp/twitter-roberta-base-sentiment](https://huggingface.co/cardiffnlp/twitter-roberta-base-sentiment) for soccer tweets. It's developed as part of the entity-level sentiment analysis pipeline for soccer tweets. The fine-tuning is done via hyperparameter_search() with 'optuna' as backend on a dataset with tweets from UEFA Champions League, World Cup 2022, and Premier League.

See [entity-sentiment-soccer](https://github.com/wangzes-kevo/entity-sentiment-soccer) for the project.