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Mixture of Experts could be an interesting approach to improve the quality of analysis across different types of comments. Running multiple models and feeding all comments would allow for a more comprehensive understanding of user behavior and preferences.
Consider implementing a system where comments are distributed among various models based on predefined criteria (e.g., comment content, length). This way, you can benefit from the strengths of each model while reducing the reliance on any single algorithm.
It might also be useful to evaluate the performance of each model separately before combining their outputs. This would help identify which models work best with specific types of comments and ensure a more robust overall system.
Currently only the first comment is analyzed by only 1 model. Run multiple models, feed all comments.
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