ARISE bootstraps rules from syntactic n-grams and LLM-generated synthetic data, reporting consistent text-classification gains over baselines.
In ARISE , we use bootstrapping approach for data filtering and apply our filtering on synthetically generated data, instead of unlabeled data from an existing corpus
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ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification
ARISE bootstraps rules from syntactic n-grams and LLM-generated synthetic data, reporting consistent text-classification gains over baselines.