A new approach to translating children's stories from english to tamil using neuro-symbolic ai has been developed, which incorporates emotional paraphrasing. The approach combines elements of deep learning and other techniques, such as fuzzy logic and semantic analysis, to improve translation accuracy. However, the specifics of this approach and its applications are not entirely clear, with related research also exploring other language pairs, such as english-chinese.