The document discusses the importance of summarization for processing large amounts of text data. Automatic summarization systems aim to generate concise summaries that capture the key elements of the original text without needing to understand it at a deep level. Current neural network models have achieved promising results for multi-sentence summarization but generating extremely concise single-sentence summaries remains a significant challenge.