Clustering Text Using Attention

There are various situations where the need is to group In simple terms, attention mechanism can be thought of an similar texts into same buckets. We do not have enough additional layer somewhere in a network architecture which previous experience or knowledge to run a classification gives the deep learning model extra controlling parameters to algorithm on top of the available data. Clustering is the refine its learning by paying attention to different parts of the fundamental and intuitive solution to such problems.