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TantyWidiyastuti/NLP-Hate-speech-Detection-DL

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App README

๐Ÿ›ก๏ธ Indonesian Hate Speech Detector โ€” CNN-BiLSTM (Deep Learning)

Deteksi hate speech dan abusive language pada teks Bahasa Indonesia menggunakan model Deep Learning CNN-BiLSTM.

Kelompok 12 โ€” PBA 2026 | Institut Teknologi Sumatera


๐Ÿ“ Struktur File (upload semua ke Space)

/
โ”œโ”€โ”€ app.py
โ”œโ”€โ”€ requirements.txt
โ”œโ”€โ”€ README.md
โ”œโ”€โ”€ models/
โ”‚   โ”œโ”€โ”€ cnn_bilstm_HS_best.h5        โ† hasil training
โ”‚   โ”œโ”€โ”€ cnn_bilstm_Abusive_best.h5   โ† hasil training
โ”‚   โ””โ”€โ”€ cnn_bilstm_tokenizer.pkl     โ† hasil training
โ””โ”€โ”€ data/
    โ””โ”€โ”€ new_kamusalay.csv            โ† kamus slang Indonesia

๐Ÿง  Model

PropertiDetail
ArsitekturCNN-BiLSTM Hybrid
Parameter~2.12 juta
FrameworkTensorFlow / Keras
LabelsHS (Hate Speech), Abusive