The document discusses the importance of summarization for processing large amounts of text data. Automatic summarization systems aim to generate concise summaries while retaining the most important concepts and topics from the original text. Current state-of-the-art models are based on deep learning and can analyze documents to identify salient sentences for inclusion in a summary.