Long Short-Term Memory - Why is long short-term memory important?

Long Short-Term Memory (LSTM) has crucial applications in numerous areas. In speech recognition, LSTMs are used to transcribe spoken language into written form. In Natural Language Processing (NLP), LSTMs are instrumental in tasks such as language translation, sentiment analysis, and text generation.