The document discusses the importance of summarization for processing large amounts of text. Automatic summarization systems aim to understand documents, determine the most important information, and present the key details in a condensed form while preserving the overall meaning. Summarization is useful for gaining insights from large corpora and addressing information overload in a fast and efficient manner.