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arXiv cs.CL·

Using Text-Based Causal Inference to Disentangle Factors Influencing Online Review Ratings

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In three linesCausalBERT-based methodology to isolate the impact of each aspect on overall online review ratings. Enhancements: temperature scaling, hyperparameter optimization, interpretability methods. Validation on 600K+ reviews of U.S. schools: school administration and benchmark performance are key drivers.
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