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One of the trends that I outlined in the post above was about the growing rate of papers on knowledge graphs. This is quite interesting as I realize that many recommendation tasks for example in conversational AI systems can be modeled well with knowledge graphs, instead of let's say deep learning methods. Here is a very fresh survey on this topic. A Survey on Knowledge Graphs: Representation, Acquisition and Applications. http://arxiv.org/abs/2002.00388