Opinion Classification with Kili and HuggingFace AutoTrain

Hugging Face Blog · 4 years ago

Researchers describe a method for classifying user reviews using Kili's annotation platform and HuggingFace AutoTrain, which automates model training and hyperparameter optimization. The example project involved 40,130 Medium app reviews from the Google Play Store categorized into four topics: subscription, content, interface, and user experience. The pipeline enables iterative dataset improvement and model retraining, allowing businesses to analyze user sentiment and needs with reduced manual effort compared to traditional machine learning approaches.