What is an ROUGE?
A metric used to evaluate the quality of text summarization systems
Stands for: Recall-Oriented Understudy for Gisting Evaluation
ROUGE explained in plain English
Analogy
Think of ROUGE like a grading system for text summarization, where the computer's summary is compared to a perfect summary written by a human, and scored based on how similar they are
Example
A company developing a virtual assistant might use ROUGE to evaluate the quality of its text summarization feature, and make improvements to increase the score
How is ROUGE used?
ROUGE is used by researchers and developers to evaluate and improve the performance of text summarization systems, such as those used in news aggregators or virtual assistants
Common misconceptions about ROUGE
History
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