Some typos

[awni]

Thanks for the wonderful article!

A few minor typos and comments below:

• Edge pooling figure has wrong number of embeddings?

• Usually "generalized linear model" refers to the link function in binary classification not the generalization to multi-class in: "adapted to multi-class classification using a generalized linear model". Consider rephrasing to "adapted to multi-class classification using multinomial logistic regression".
• Typo (two -> to): "We wish two highlight two general directions"
• Typo (our -> or): "If we care about preserving structure at a neighborhood level, one way would be to randomly sample a uniform number of nodes, our node-set"
• Subscript is off:

• End of sentence space missing in "neighboring nodes we could also consider using a weighted sum.The challenge then is to associate"
• Missing "as" in "This has been done via an auto-regressive model, such a RNN"