https://github.com/labrijisaad/sentiment-analysis-on-the-quran-karim-dataset
In this notebook, I attempted to create a script that utilizes pre-trained CamemBERT and VaderSentiment models to label the sentiment of a Quran Karim dataset in English and French. My goal was to accurately classify the sentiment of each text sample in the dataset.
https://github.com/labrijisaad/sentiment-analysis-on-the-quran-karim-dataset
camembert deep-learning machine-learning natural-language-processing quran-karim sentiment-analysis text-classification vader-sentiment
Last synced: 24 days ago
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In this notebook, I attempted to create a script that utilizes pre-trained CamemBERT and VaderSentiment models to label the sentiment of a Quran Karim dataset in English and French. My goal was to accurately classify the sentiment of each text sample in the dataset.
- Host: GitHub
- URL: https://github.com/labrijisaad/sentiment-analysis-on-the-quran-karim-dataset
- Owner: labrijisaad
- Created: 2022-08-03T14:27:35.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2022-12-19T09:31:31.000Z (over 2 years ago)
- Last Synced: 2025-03-29T01:02:15.886Z (about 1 month ago)
- Topics: camembert, deep-learning, machine-learning, natural-language-processing, quran-karim, sentiment-analysis, text-classification, vader-sentiment
- Language: Jupyter Notebook
- Homepage:
- Size: 18.6 KB
- Stars: 4
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# 📊 `Sentiment analysis` on the Quran Karim dataset ☪️️
This notebook aims to **`label the sentiment of a Quran Karim dataset`** (in English and French) using pre-trained **`CamemBERT`** and **`VaderSentiment`** models. The labeled dataset can then be used to train sentiment analysis models on rare languages, such as Wolof.
# 🎯 Objectives
- **`Label the sentiment of a Quran Karim dataset`** using pre-trained **CamemBERT** and **VaderSentiment** models.
- Use the labeled dataset to train sentiment analysis models on rare languages
# 🙌 Author
- 🙌 Notebook made by [@labriji_saad](https://github.com/labrijisaad)
- 🔗 Linledin [@labriji_saad](https://www.linkedin.com/in/labrijisaad/)
- 📫 Feel free to contact me if anything is wrong or if anything needs to be changed 😎! **[email protected]**
