klue-bert-finetuned

Tolerblanc/klue-bert-finetuned

klue-bert-finetuned is a text classification model from Tolerblanc. Use it when you need a label for a piece of text. It is set up for transformers.

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From the Hugging Face model README

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

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

Smilegate-AI's Korean Unsmile Dataset : Link
JeanLee's K-MHaS Dataset and Paper : Link
KLUE(Korean Language Understanding Evaluation) BERT : Link
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding : Link
2runo's Curse Detection Dataset : Link
JminJ's Bad Text Classifier : Link