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Knowledge Graph Embedding by Translating on Hyperplanes[AAAI2014]
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Enhancing Knowledge Graph Embedding with Probabilistic Negative Sampling [WWW2017]
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KBGAN: Adversarial Learning for Knowledge Graph Embeddings[NAACL2018]
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Incorporating GAN for Negative Sampling in Knowledge Representation Learning[AAAI2018]
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NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding[ICDE2019]
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Knowledge Graph Embedding Based on Adaptive Negative Sampling[ICPCSEE 2019]
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ROTATE: KNOWLEDGE GRAPH EMBEDDING BY RELA- TIONAL ROTATION IN COMPLEX SPACE[ICLR2019]
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Affinity Dependent Negative Sampling for Knowledge Graph Embeddings[DL4KG@ESWC 2020]
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Aggregating neighborhood information for negative sampling for knowledge graph embedding[Neural Computing and Applications 2020]
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Structure Aware Negative Sampling in Knowledge Graphs[EMNLP2020]
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Injecting Background Knowledge into Embedding Models for Predictive Tasks on Knowledge Graphs [ESWC 2020]
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Understanding Negative Sampling in Graph Representation Learning[KDD2020]
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Analysis of the Impact of Negative Sampling on Link Prediction in Knowledge Graphs[Arxiv]
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Type-constrained representation learning in knowledge graphs [ISWC2015]