Language Model Representations for Sentiment Analysis in English Tweets

Official implementation of Sentiment analysis in tweets: an assessment study from classical to modern text representation models.

How to use :

Available models

Model	Size	#Params	Vocabulary

Example usage:

Folders

Experimental Evaluation

Project

Citation

If you use our models, or if they relate to your work, please cite:

@article{tuning-sentiment-tweets,
    author    = {S{\'{e}}rgio Barreto and
                 Ricardo Moura and
                 Jonnathan Carvalho and
                 Aline Paes and
                 Alexandre Plastino},
    title     = {Sentiment analysis in tweets: an assessment study from classical to modern text representation models},
    journal   = {CoRR},
    volume    = {abs/2105.14373},
    year      = {2021},
    url       = {https://arxiv.org/abs/2105.14373}

}

Acknowledgement

We thank the Brazilian research Agencies CNPq and FAPERJ for partially fund this research.