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Distilbert Base Multilingual Cased Sentiment
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Distilbert Base Multilingual Cased Sentiment

Developed by philschmid
A multilingual text sentiment analysis model based on DistilBERT, fine-tuned on the Amazon multilingual reviews dataset
Text Classification
Transformers
Open Source License:Apache-2.0#Multilingual Sentiment Analysis#E-commerce Review Classification#High Accuracy
Downloads 5,982
Release Time : 3/2/2022

Model Overview

This model is a sentiment analysis model fine-tuned on the multilingual version of DistilBERT, specifically designed for analyzing text sentiment tendencies.

Model Features

Multilingual Support
Based on the multilingual DistilBERT architecture, supporting sentiment analysis in multiple languages
Efficient and Lightweight
Uses the DistilBERT architecture to reduce model size while maintaining performance
High Accuracy
Achieves 76.48% accuracy and F1 score on the Amazon reviews dataset

Model Capabilities

Text Sentiment Analysis
Multilingual Text Processing

Use Cases

E-commerce Analysis
Product Review Sentiment Analysis
Analyze sentiment tendencies of product reviews on e-commerce platforms like Amazon
76.48% accuracy
Social Media Monitoring
Social Media Sentiment Analysis
Analyze sentiment tendencies in multilingual social media content
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