balinese-pos-tagging

Balinese POS Tagging is a website-based Balinese sentence POS tagging using Conditional Random Field (CRF). This project was created to fulfill the final project Natural Language Processing subject.

Dataset: https://www.sciencedirect.com/science/article/pii/S2352340924007467

References: https://www.geeksforgeeks.org/conditional-random-fields-crfs-for-pos-tagging-in-nlp

Features💡

By using Balinese POS Tagging you can:

• Get POS tag from Balinese sentence.

Technology 👨‍💻

Balinese POS Tagging is created using:

• Python - Python as the main programming language.
• Streamlit - Streamlit as the web framework.
• scikit-learn - scikit-learn as the Machine Learning framework.

Installation 🛠️

• Clone the repository or use GitHub Codespace:

git clone https://github.com/putuwaw/balinese-pos-tagging.git

• Create virtual env and install dependencies:

python -m venv .venv
source .venv/bin/activate

• Run the app:

streamlit run app.py

Contributors ✨

Putu Widyantara

Diska Fortunawan

Ode Ardika