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Bert Amazon Sentiment

Developed by Asteroid-Destroyer
A sentiment analysis model for Amazon reviews fine-tuned on BERT-base-uncased, capable of classifying English reviews as positive or negative
Downloads 30
Release Time : 2/20/2025

Model Overview

This model specializes in binary sentiment classification for Amazon product reviews, fine-tuned with 10,000 training samples, supporting positive/negative sentiment judgment

Model Features

Domain Specialization
Optimized specifically for Amazon product reviews, excelling in this domain
Lightweight Fine-tuning
Lightweight fine-tuning based on 10,000 samples, balancing performance and efficiency
Ready-to-use API
Provides Hugging Face pipeline interface, ready for immediate use

Model Capabilities

English text sentiment analysis
Binary sentiment classification (positive/negative)
Product review understanding

Use Cases

E-commerce Analysis
Review Sentiment Monitoring
Automatically analyze sentiment tendencies in product reviews
Accurately identifies user satisfaction trends
Product Improvement Analysis
Extract product improvement points from negative reviews
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