A systematic review of long document summarization methods: Evaluation metrics and approaches

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Bady Gana, Héctor Allende-Cid, Stefan Rüping, Marcelo Becerra-Rozas, Juan Zamora

Published: 01 Jan 2025, Last Modified: 07 Oct 2025Neurocomputing 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Identify and categorize existing methods used for long document summarization.•Examine how these methods are evaluated across different domains.•Analyze the current landscape of evaluation metrics and sophisticated approaches.•Insights for applying summarization and evaluation in large research databases.