Case folding is mapping everything to lower case. Whether applying it depends on the tasks. In information retrieval or speech recognition, it is very helpful. However, for sentiment analysis and other text classification tasks, information extraction, and machine translation, keeping cases can help differentiate words. For example, US the country and us the pronoun.