A machine learning system for classifying Indonesian text sentiment (positive/negative/neutral) using XGBoost (TF-IDF) and transformer-based NLP, trained on 30K MyPertamina app reviews.
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Apr 12, 2025 - Jupyter Notebook
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indonesian-nlp
Here are 7 public repositories matching this topic...
A Python NLP project to detect social media hate speech in Indonesian language.
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May 5, 2024 - Python
IndoELECTRA: Pre-Trained Language Model for Indonesian Language Understanding
nlp natural-language-processing deep-learning sentiment-analysis tensorflow nlu transformers pytorch indonesian-language bert pre-trained indonesian natural-language-understanding fine-tuning electra huggingface pre-trained-language-models indonesian-nlp
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Jan 19, 2021
Modification of Python implementation of an N-gram language model with Laplace smoothing from joshualoehr repository.
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Feb 1, 2023 - Python
IdSarcasm: Benchmarking and Evaluating Language Models for Indonesian Sarcasm Detection (Suhartono et al., 2024)
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Aug 7, 2024 - Python
Proyek Machine Learning untuk menganalisis sentimen (Klasifikasi) dan memprediksi skor (Regresi) ulasan aplikasi "Wondr by BNI" menggunakan metodologi CRISP-DM, diimplementasikan sebagai aplikasi web interaktif dengan Streamlit.
python nlp data-science machine-learning sentiment-analysis text-classification scikit-learn regression pandas fintech crisp-dm streamlit indonesian-nlp
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Jun 21, 2025 - Jupyter Notebook
id-svo-extractor: Extract SVO triples from Indonesian text.
python nlp natural-language-processing text-analysis artificial-intelligence information-extraction spacy rdf-triples indonesian-language knowledge-representation stanza triple-extraction knowledge-extraction indonesian-linguistics indonesian-nlp spacy-stanza
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Sep 27, 2024 - Python
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