Improving Split and Rephrase through Data Refinement: Reducing Hallucinations and Increasing Sentence Splits

A simple and practical data refinement approach using natural language inference (NLI) classification and reversing the order of simple sentences can improve the performance of Split and Rephrase models by reducing hallucinations and increasing the number of sentence splits.