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Bert Base Chinese Finetuned Amazon Zh 20000
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Bert Base Chinese Finetuned Amazon Zh 20000

Developed by ASCCCCCCCC
A text classification model fine-tuned on Amazon Chinese review dataset based on bert-base-chinese
Large Language Model
Transformers
#Chinese Comment Analysis#BERT Fine-tuning#E-commerce Scenario
Downloads 14
Release Time : 3/2/2022

Model Overview

This model is a fine-tuned version of bert-base-chinese on Amazon Chinese review dataset, primarily used for Chinese text classification tasks.

Model Features

Chinese Optimization
Optimized for Chinese text processing based on the bert-base-chinese pre-trained model
Domain Adaptation
Fine-tuned on Amazon Chinese review dataset, suitable for e-commerce text analysis
Balanced Performance
Achieved 52.24% accuracy and 51.94% F1 score on the validation set

Model Capabilities

Chinese Text Classification
Sentiment Analysis
Comment Classification

Use Cases

E-commerce Analysis
Product Review Classification
Classify Amazon product reviews by sentiment or topic
Validation set accuracy 52.24%
Review Quality Assessment
Identify high-quality or low-quality reviews
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