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bertweet-base-sentiment-analysis
finiteautomata/bertweet-base-sentiment-analysis
bertweet-base-sentiment-analysis is a text classification model from finiteautomata. Use it when you need a label for a piece of text. It is set up for transformers.
Repository: https://github.com/finiteautomata/pysentimiento/
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Feb 17, 2023
- SHA
- 924fc4c8
Try a prompt
Model card
From the Hugging Face model README
Sentiment Analysis in English
bertweet-sentiment-analysis
Repository: https://github.com/finiteautomata/pysentimiento/
Model trained with SemEval 2017 corpus (around ~40k tweets). Base model is BERTweet, a RoBERTa model trained on English tweets.
Uses POS, NEG, NEU labels.
License
pysentimiento is an open-source library for non-commercial use and scientific research purposes only. Please be aware that models are trained with third-party datasets and are subject to their respective licenses.
- TASS Dataset license
- SEMEval 2017 Dataset license
Citation
If you use pysentimiento in your work, please cite this paper
@misc{perez2021pysentimiento,
title={pysentimiento: A Python Toolkit for Sentiment Analysis and SocialNLP tasks},
author={Juan Manuel Pérez and Juan Carlos Giudici and Franco Luque},
year={2021},
eprint={2106.09462},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
Enjoy! 🤗
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Languages
- en
- Hf Inference
- live
- Created
- Mar 2, 2022
- Updated
- Feb 17, 2023