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Computation and Language, Computer Science

From Lengthy to Lucid: A Systematic Literature Review on NLP Techniques for Taming Long Sentences.

From Lengthy to Lucid: A Systematic Literature Review on NLP Techniques for Taming Long Sentences.

The authors also discuss the evaluation metrics used to measure the quality of the generated summaries, focusing on the comprehension level of an average adult. They suggest using a combination of precision, recall, and fluency to evaluate the summaries, while avoiding overly simplistic or oversimplified language that can loss important information.
Overall, the article provides a systematic literature review of NLP techniques for taming long sentences in news articles, highlighting the challenges and proposing a novel approach that combines extractive and abstractive methods to create more informative and coherent summaries.