NLP faces challenges in understanding complex language like idioms and sarcasm.Techniques like lemmatization, stemming, and text encoding help in processing text.POS tagging, NER, sentiment analysis, and dependency parsing are important NLP tasks.NLP has applications in text classification, machine translation, and question answering.