Some recent papers on Knowledge Graph Reasoning
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Deeppath: A reinforcement learning method for knowledge graph reasoning Wenhan Xiong, Thien Hoang and William Yang Wang. EMNLP 2017 Paper. Code
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Go for a Walk and Arrive at the Answer: Reasoning Over Paths in Knowledge Bases using Reinforcement Learning Rajarshi Das, Shehzaad Dhuliawala, Manzil Zaheer, Luke Vilnis, Ishan Durugkar, Akshay Krishnamurthy, Alex Smola, Andrew McCallum. ICLR 2018 Paper. Code
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Variational Knowledge Graph Reasoning Wenhu Chen, Wenhan Xiong, Xifeng Yan and William Yang Wang. NAACL HLT 2018 Paper