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From Mila with 💌 and graphs A prolific week for Mila researchers: - Michael Galkin released a new review of Knowledge Graph papers from EMNLP 2021. For those of us who didn't make it to Dominical Republic, you can experience the premium Punta Cana content about applications of graphs in language modeling, KG construction, entity linking, and question answering. - Best Long Paper award at EMNLP 2021 went to Visually Grounded Reasoning across Languages and Cultures by the team from Cambridge, Copenhagen, and Mila Mila and Mila-affiliated folks run a good bunch of reading groups you might find useful: in addition to the GRL Reading Group and LoGaG Reading group, there exist ones on Neural AI, Out-of-Distribution Generalization, Quantum & AI , ML4Code