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sentence and document embeddings in this chapter we are dealing with longer unit of texts if we compare with what we were studying in previous videos which were mainly were level of concept representations of course this comes with additional challenges and as you can imagine modeling centers and documents is crucial for language understanding and because of that is it is very important that we study in in detail and of course there are many problems associated with this unit of text that we didnamp;#39;t encounter before and this is what we are going to mainly see in this video so this video is going to be an overview of the different paragraphs incentives and bettings mainly unsupervised and supervised then we are going to move to longer unit of text which are mainly document embeddings and see what are the main difference with model incentives embeddings and finally iamp;#39;m going to give you just some short hints of when what are the main use cases of centers and documented bea
