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Arabic Text-based Emotion Detection I Sample Assignment

Analyze the Arabic text to detect the emotions and extract the text’s emotions into distinct classes or categories using discrete emotion models.


  • Use Python

  • Use one Jupiter Notebook.

  • Do not make the code complex as I am a beginner.

  • Add notes and descriptions and use the Text headings for organizations

  • Use different approaches to implement the project and show the improvement of results.

  • Make predictions and evaluate the performance of the models

  • Add plots.

  • Add a section to compare the approaches.

  • Compare the performance with other sources in Arabic (you find the other resources)

  • Compare the results with English.

  • Create a report explaining the rational and steps.

  • Explain the novelty/creativity in the approaches to solve the problem.

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