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What is Evaluating Factuality in Text Simplification about?

This document discusses the evaluation of factuality in text simplification, highlighting the risks of introducing errors in automatically simplified texts. It introduces a taxonomy of errors and analyzes outputs from existing simplification models, revealing frequent inaccuracies that existing evaluation metrics fail to capture. The research aims to improve the factual accuracy of automated simplification models to ensure that simplified texts remain faithful to their original content.

Author

logettyaway

Language

EN