K-urse_Detection_with_BERT

TensorFlow Keras

Overview

K-urse_Detection_with_BERT : Korean Cursing expression Detection with fine-tuned klue_BERT

This is the KWU "text mining" output for the first semester of 2023.

See Project Overview Here! : Notion(Korean)

See this model on GitHub : Link

Evaluation

Model/Metric Accuracy Precision Recall F1 Score
Comparison(Electra base) 0.81 0.69 0.87 0.77
klue-BERT base(Our best result) 0.83 0.76** 0.75 0.75
Model/Metric Accuracy Precision Recall F1 Score
Comparison(Electra base) 0.77 0.52 0.90 0.66
klue-BERT base(Our best result) 0.89 0.75 0.80 0.78

Demo with HuggingFace's Space 🤗

Try Demo Here! Go to HuggingFace Space

Reference