https://github.com/paultheal1en/dsc-fact-checking
Fact-checking project classifying claims as SUPPORTED, REFUTED, or NEI. Uses ANN, DNN, RNN, CNN, Random Forest, PhoBERT, and Sentence Transformers.
https://github.com/paultheal1en/dsc-fact-checking
deep-learning fact-checking keras machine-learning nlp phobert random-forest scikit-learn sentence-transformers tensorflow transformers
Last synced: 2 months ago
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Fact-checking project classifying claims as SUPPORTED, REFUTED, or NEI. Uses ANN, DNN, RNN, CNN, Random Forest, PhoBERT, and Sentence Transformers.
- Host: GitHub
- URL: https://github.com/paultheal1en/dsc-fact-checking
- Owner: paultheal1en
- Created: 2025-02-17T09:26:58.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-02-25T14:23:29.000Z (over 1 year ago)
- Last Synced: 2025-02-25T14:46:05.501Z (over 1 year ago)
- Topics: deep-learning, fact-checking, keras, machine-learning, nlp, phobert, random-forest, scikit-learn, sentence-transformers, tensorflow, transformers
- Language: Jupyter Notebook
- Homepage:
- Size: 41 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# DSC Fact-Checking -- UIT DSC 2023
Xác thực thông tin (fact-checking) phân loại tuyên bố thành "SUPPORTED", "REFUTED", hoặc "NEI".
## Công nghệ
- **Python**, TensorFlow/Keras, Scikit-learn, Transformers, NumPy, Pandas, NLTK, Sentence Transformers.
## Mô hình
- ANN, DNN, RNN, CNN, Random Forest.
- PhoBERT và Sentence Transformers cho NLP.
## Dữ liệu
- Feature vectors (2048 chiều) từ `.npy`, nhãn từ `.csv`.
- Kết quả xuất JSON (verdict, evidence).
## Cài đặt
```bash
pip install tensorflow keras scikit-learn transformers numpy pandas nltk sentence-transformers joblib