Computer Science ›› 2023, Vol. 50 ›› Issue (8): 163-169.doi: 10.11896/jsjkx.220700216
• Artificial Intelligence • Previous Articles Next Articles
XIAO Guiyang, WANG Lisong , JIANG Guohua
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[1]BOLLACKER K,EVANS C,PARITOSH P,et al.Freebase:a collaboratively created graph database for structuring human knowledge[C]//Proceedings of the 2008 ACM SIGMOD International Conference on Management of Data.2008:1247-1250. [2]AUER S,BIZER C,KOBILAROV G,et al.Dbpedia:A nucleus for a web of open data[C]//The Semantic Web:6th Interna-tional Semantic Web Conference,2nd Asian Semantic Web Conference(ISWC 2007+ ASWC 2007).Busan,Korea:Springer,2007:722-735. [3]SUCHANEK F M,KASNECI G,WEIKUM G.Yago:a core of semantic knowledge[C]//Proceedings of the 16th International Conference on World Wide Web.2007:697-706. [4]YANG B,YI H W,HE X,et al.Embedding entities and relations for learning and inference in knowledge bases[J].arXiv:1412.6575,2014. [5]YIN J,JIANG X,LU Z,et al.Neural generative question an-swering[J].arXiv:1512.01337,2015. [6]WANG Q,MAO Z,WANG B,et al.Knowledge graph embedding:A survey of approaches and applications[J].IEEE Tran-sactions on Knowledge and Data Engineering,2017,29(12):2724-2743. [7]DONG X,GABRILOVICH E,HEITZ G,et al.Knowledgevault:A web-scale approach to probabilistic knowledge fusion[C]//Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.2014:601-610. [8]BORDES A,USUNIER N,GARCIA-DURAN A,et al.Translating embeddings for modeling multi-relational data[C]//Proceedings of the 26th International Conference on Neural Information Processing Systems-Volume 2.2013:2787-2795. [9]KRIZHEVSKY A,SUTSKEVER I,HINTON G E.ImageNetclassification with deep convolutional neural networks[C]//Proceedings of the 25th International Conference on Neural Information Processing Systems-Volume 1.2012:1097-1105. [10]MIKOLOV T,SUTSKEVER I,CHEN K,et al.Distributed representations of words and phrases and their compositionality[C]//Proceedings of the 26th International Conference on Neural Information Processing Systems-Volume 2.2013:3111-3119. [11]WANG Z,ZHANG J,FENG J,et al.Knowledge graph embedding by translating on hyperplanes[C]//Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence.2014:1112-1119. [12]LIN Y,LIU Z,SUN M,et al.Learning entity and relation embeddings for knowledge graph completion[C]//Twenty-ninth AAAI Conference on Artificial Intelligence.2015. [13]FAN M,ZHOU Q,CHANG E,et al.Transition-based know-ledge graph embedding with relational mapping properties[C]//Proceedings of the 28th Pacific Asia Conference on Language,Information Cnd computing.2014:328-337. [14]GUO S,WANG Q,WANG B,et al.Semantically smooth know-ledge graph embedding[C]//Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing(Volume 1:Long Papers).2015:84-94. [15]LIN Y,LIU Z,LUAN H,et al.Modeling relation paths for representation learning of knowledge bases[J].arXiv:1506.00379,2015. [16]XIE R,LIU Z,JIA J,et al.Representation learning of knowledge graphs with entity descriptions[C]//Proceedings of the Thir-tieth AAAI Conference on Artificial Intelligence.2016:2659-2665. [17]JIANG T,LIU T,GE T,et al.Encoding temporal information for time-aware link prediction[C]//Proceedings of the 2016 Conference on Empirical Methods in Natural Language Proces-sing.2016:2350-2354. [18]KIM Y.Convolutional Neural Networks for Sentence Classification[J].arXiv:1408.5882,2014. [19]PASZKE A,GROSS S,MASSA F,et al.PyTorch:an imperative style,high-performance deep learning library[C]//Proceedings of the 33rd International Conference on Neural Information Processing Systems.2019:8026-8037. [20]SHUTOVA E,KIELA D,MAILLARD J.Black holes and white rabbits:Metaphor identification with visual features[C]//Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics:Human Language Technologies.2016:160-170. [21]XIE R,LIU Z,LUAN H,et al.Image-embodied knowledge representation learning[J].arXiv:1609.07028,2016. [22]DENG J,DONG W,SOCHER R,et al.Imagenet:A large-scale hierarchical image database[C]//2009 IEEE Conference on Computer Vision and Pattern Recognition.IEEE,2009:248-255. [23]MILLER G A.WordNet:a lexical database for English[J].Communications of the ACM,1995,38(11):39-41. |
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