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Answering logical queries over incomplete knowledge bases is challenging because: 1) it calls for implicit link prediction, and 2) brute force answering of existential first-order logic queries is exponential in the number of existential variables.
On the structure of semigroups on a compact manifold with boundary
Mostert, P. S. and Shields, A. L · 1957
Earlier work this paper cites.
Learning probabilistic relational models
Friedman, N., Getoor, L., Koller, D., and Pfeffer, A · 1999
Earlier work this paper cites.
First-order probabilistic inference
Poole, D · 2003
Earlier work this paper cites.
Markov logic networks
Richardson, M. and Domingos, P · 2006
Earlier work this paper cites.
Efficient query evaluation on probabilistic databases
Dalvi, N. and Suciu, D · 2007
Earlier work this paper cites.
Lifted first-order probabilistic inference
de Salvo Braz, R., Amir, E., and Roth, D · 2007
Earlier work this paper cites.
Freebase: a collaboratively created graph database for structuring human knowledge
Bollacker, K., Evans, C., Paritosh, P., Sturge, T., and Taylor, J · 2008
Earlier work this paper cites.
Logical and relational learning
De Raedt, L · 2008
Earlier work this paper cites.
Deeppath: A reinforcement learning method for knowledge graph reasoning
Xiong, W., Hoang, T., and Wang, W. Y · 2008
Earlier work this paper cites.
Dbpedia-a crystallization point for the web of data
Bizer, C., Lehmann, J., Kobilarov, G., Auer, S., Becker, C., Cyganiak, R., and Hellmann, S · 2009
Earlier work this paper cites.
Toward an architecture for never-ending language learning
Carlson, A., Betteridge, J., Kisiel, B., Settles, B., Hruschka, E. R., and Mitchell, T. M · 2010
Earlier work this paper cites.
Translating embeddings for modeling multi-relational data
Bordes, A., Usunier, N., Garcia-Duran, A., Weston, J., and Yakhnenko, O · 2013
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Towards a formal distributional semantics: Simulating logical calculi with tensors
Grefenstette, E · 2013
Cited alongside, same era.
Symbolic logic and mechanical theorem proving
Chang, C.-L. and Lee, R. C.-T · 2014
Cited alongside, same era.
Traversing knowledge graphs in vector space
Guu, K., Miller, J., and Liang, P · 2015
Cited alongside, same era.
Injecting logical background knowledge into embeddings for relation extraction
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Cited alongside, same era.
Observed versus latent features for knowledge base and text inference
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Page: Answering graph pattern queries via knowledge graph embedding
Hong, S., Park, N., Chakraborty, T., Kang, H., and Kwon, S · 2018
Later among the works it cites.
Information-geometric set embeddings (igse): From sets to probability distributions
Sun, K. and Nielsen, F · 2019
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Rotate: Knowledge graph embedding by relational rotation in complex space
Sun, Z., Deng, Z.-H., Nie, J.-Y., and Tang, J · 2019
Later among the works it cites.
Complex query answering with neural link predictors
Arakelyan, E., Daza, D., Minervini, P., and Cochez, M · 2020
Later among the works it cites.
Scalable neural methods for reasoning with a symbolic knowledge base
Cohen, W. W., Sun, H., Hofer, R. A., and Siegler, M · 2020
Later among the works it cites.
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Jointly embedding knowledge graphs and logical rules
Guo, S., Wang, Q., Wang, L., Wang, B., and Guo, L · 2016
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Logic tensor networks: Deep learning and logical reasoning from data and knowledge
Serafini, L. and Garcez, A. d · 2016
Cited alongside, same era.
Das, R., Dhuliawala, S., Zaheer, M., Vilnis, L., Durugkar, I., Krishnamurthy, A., Smola, A., and McCallum, A · 2017
Cited alongside, same era.
Embedding logical queries on knowledge graphs
Hamilton, W., Bajaj, P., Zitnik, M., Jurafsky, D., and Leskovec, J · 2018
Cited alongside, same era.
Lou, Z., You, J., Wen, C., Canedo, A., Leskovec, J., et al · 2020
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Beta embeddings for multi-hop logical reasoning in knowledge graphs
Ren, H. and Leskovec, J · 2020
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Query2box: Reasoning over knowledge graphs in vector space using box embeddings
Ren, H., Hu, W., and Leskovec, J · 2020
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Riegel, R., Gray, A., Luus, F., Khan, N., Makondo, N., Akhalwaya, I. Y., Qian, H., Fagin, R., Barahona, F., Sharma, U., et al · 2020
Later among the works it cites.
Faithful embeddings for knowledge base queries
Sun, H., Arnold, A. O., Bedrax-Weiss, T., Pereira, F., and Cohen, W. W · 2020
Later among the works it cites.