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Bertweet Base Emotion Analysis
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Bertweet Base Emotion Analysis
Developed by finiteautomata
English sentiment analysis model trained on the EmoEvent corpus, utilizing the BERTweet architecture
Downloads 27.87k
Release Time : 3/2/2022
Model Overview
A pre-trained model for English text sentiment detection, particularly adept at analyzing sentiment tendencies in social media texts
Model Features
Social Media Optimization
Optimized for social media texts like Twitter based on the BERTweet architecture
Multi-Emotion Classification
Capable of identifying and analyzing multiple emotional states in text
Academic Research Support
Provides complete citation references and dataset sources, suitable for academic research
Model Capabilities
English Text Sentiment Analysis
Social Media Sentiment Detection
Multi-Category Sentiment Classification
Use Cases
Social Media Analysis
Tweet Sentiment Monitoring
Analyze sentiment tendencies in Twitter users' tweets
Can identify emotional states such as positive, negative, and neutral
Market Research
Product Review Analysis
Analyze consumer sentiment in product reviews
Helps understand consumer satisfaction
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