Tag name prediction

I am new to ML and AI. However I am working a very interesting project. The goal is to predict tag name from point name. For example, if a point name is HWTL, its tag name will be Hot Water Temperature with Low Pressure. etc. I am looking for your advices about what approach should I take such as models. Is Sentence Transformer fits the need?
Thank you so much in advance.