Next Sentence Prediction (NSP) is a task used in training language models to understand the relationship between two sentences by predicting whether a given sentence logically follows another. It is a crucial component in pre-training models like BERT, enhancing their ability to grasp context and improve performance on downstream tasks such as question answering and sentiment analysis.