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bertweet-sa-after-sentiment-corpus – AI Model by georgh17 | AlphaNeural AI
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bertweet-sa-after-sentiment-corpus
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safetensors
roberta
text-classification
finiteautomata/bertweet-base-sentiment-analysis
finetune
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This model is a fine-tuned version of BERTweet-base-Sentiment-Analysis.
It classifies texts (maximum length of 128 tokens) as either negative (0), neutral (1) or positive (2).
The model was trained on three datasets of brand-related tweets from Kaggle in order to be used for brand reputation management and similar purposes.
Datasets: "Big Tech Companies - Tweet Sentiment" (
https://www.kaggle.com/datasets/wjia26/big-tech-companies-tweet-sentiment
), "Brand Sentiment Analysis Dataset (Twitter)" (
https://www.kaggle.com/datasets/tusharpaul2001/brand-sentiment-analysis-dataset
) and "Twitter US Airline Sentiment" (
https://www.kaggle.com/datasets/crowdflower/twitter-airline-sentiment
).
