Neural Word Embedding as Implicit Matrix Factorization (2014)

Then the gem from Microsoft Research, "Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec"

https://www.microsoft.com/en-us/research/publication/network...