This repository contains the implementation of a transfer learning-based approach for detecting AI-generated product reviews in Tamil and Malayalam. It includes pretrained model embeddings, deep neural networks, and an ensemble method to enhance classification accuracy.
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stars
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Jupyter Notebook
primary language
Feb 1, 2025
updated
README
Annaparavai
An AI-generated vs Human-written text detector for Tamil and Malayalam languages
Installation
pip install Annaparavai
Usage
from Annaparavai import TextDetector
# Initialize detector (choose language: 'Tamil' or 'Malayalam')
detector = TextDetector(language='Tamil')
# Example texts to classify
text = "இது பழுதாக போயிட்டுது."
# text = "ഈ പാൽതന്തു മാവ് ഉപയോഗിച്ചപ്പോൾ എനിക്ക് സംതൃപ്തിയില്ല."
prediction = detector.predict(text)
print(prediction[0])
Contributors
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8 commits
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This repository contains the implementation of a transfer learning-based approach for detecting AI-generated product reviews in Tamil and Malayalam. It includes pretrained model embeddings, deep neural networks, and an ensemble method to enhance classification accuracy.
0
stars
17
commits
Jupyter Notebook
primary language
Feb 1, 2025
updated
README
Annaparavai
An AI-generated vs Human-written text detector for Tamil and Malayalam languages
Installation
pip install Annaparavai
Usage
from Annaparavai import TextDetector
# Initialize detector (choose language: 'Tamil' or 'Malayalam')
detector = TextDetector(language='Tamil')
# Example texts to classify
text = "இது பழுதாக போயிட்டுது."
# text = "ഈ പാൽതന്തു മാവ് ഉപയോഗിച്ചപ്പോൾ എനിക്ക് സംതൃപ്തിയില്ല."
prediction = detector.predict(text)
print(prediction[0])
Similar repos
Contributors
9 commits
8 commits
Languages
Jupyter Notebook
99.5%