already on this topic here but kind of I would like to share a bit of my own like thoughts and opinions here so you know I think a motivating thing here again kind of we've had this thread running through a lot of the discussions so far on this in this talk has been how well does supervised learning work and you know what should we expect of it and so kind of concurrent with some of the stuff taking off in the last few years was kind of a lot of work that started critically evaluating kind of deep learning for supervised NLP and so you