The document discusses the importance of summarization techniques for processing large amounts of text data. It notes that automatic summarization systems aim to produce concise and relevant summaries that can help people understand the key elements of large documents. The development of neural network models has improved the ability of systems to summarize while maintaining coherence and fluency.