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Bert Base Turkish Cased Emotion Analysis
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Bert Base Turkish Cased Emotion Analysis

Developed by maymuni
A sentiment analysis model fine-tuned based on the Turkish BERT model, demonstrating outstanding performance on evaluation datasets
Text Classification
Transformers
Open Source License:MIT#Turkish Sentiment Analysis#High-precision Text Classification#BERT Fine-tuning
Downloads 191
Release Time : 3/21/2023

Model Overview

This model is a sentiment analysis model fine-tuned from dbmdz/bert-base-turkish-cased, specifically designed for Turkish text sentiment classification tasks

Model Features

High Accuracy
Achieves 99.5% accuracy and F1 score on evaluation datasets
Turkish Language Specialization
Fine-tuned based on Turkish pre-trained models, suitable for Turkish text processing
Lightweight Fine-tuning
Only requires 2 training rounds to achieve excellent performance

Model Capabilities

Turkish Text Classification
Sentiment Analysis
Natural Language Processing

Use Cases

Social Media Analysis
Turkish Social Media Sentiment Monitoring
Analyze user sentiment tendencies in Turkish social media content
High-accuracy sentiment classification
Customer Feedback Analysis
Turkish Customer Review Sentiment Analysis
Automatically classify positive/negative sentiments in Turkish customer reviews
Fast and accurate sentiment classification
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