the board that these models healthily outperformed classic methods like so Cibao with word effect would be the simplest version so you know what does a document how do you represent a document with word effect well one of the future observations you could take is to just average the embeddings of each of the each of the words in the document and that would be what this like Cibao baseline here is on a bunch of different data sets and so you could instead say well we're gonna you know we somehow learned this sorry we somehow learned