Summarization Method
Text summarization research aims to automatically generate concise and informative summaries of text, focusing on improving accuracy and efficiency across diverse document types and applications. Current efforts concentrate on developing robust methods for handling complex structures (e.g., financial reports, scholarly reviews), incorporating user-specified queries or aspects, and refining evaluation metrics to better align with human judgment. These advancements are crucial for managing information overload and improving access to knowledge across various fields, from healthcare to legal research and scientific literature.
Papers
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December 16, 2021