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We address the problem of learning a distributed representation of entities in a relational database using a low-dimensional embedding.
Long short-term memory
S. Hochreiter and J. Schmidhuber · 1997
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An effective, low-cost measure of semantic relatedness obtained from wikipedia links
D. Milne and I.H. Witten · 2008
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An effective, low-cost measure of semantic relatedness obtained from wikipedia links
Ian H Witten and David N Milne · 2008
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Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
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Finding related tables
A.D. Sarma, L. Fang, N. Gupta, A. Halevy, H. Lee, F. Wu, R. Xin, and C. Yu · 2012
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Infogather: Entity augmentation and attribute discovery by holistic matching with web tables
M. Yakout, K. Ganjam, K. Chakrabarti, and S. Chaudhuri · 2012
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Efficient estimation of word representations in vector space
T. Mikolov, K. Chen, G. Corrado, and J. Dean · 2013
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Infogather+: Semantic matching and annotation of numeric and time-varying attributes in web tables
M. Zhang and K. Chakrabarti · 2013
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Learning entity and relation embeddings for knowledge graph completion
Y. Lin, Z. Liu, M. Sun, Y. Liu, and X. Zhu · 2015
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Concept expansion using web tables
C. Wang, K. Chakrabarti, Y. He, K. Ganjam, Z. Chen, and P.A. Bernstein · 2015
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A recurrent latent variable model for sequential data
J. Chung, K. Kastner, L. Dinh, K. Goel, A. Courville, and Y. Bengio · 2016
Cited alongside, same era.
URL https://relational.t.cvut.cz/dataset/IMDb
Imdb dataset
Cited in the paper.
Using word embedding to enable semantic queries in relational databases
R. Bordawekar and O. Shmueli · 2017
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Knowledge graph embedding by translating on hyperplanes
Z. Wang, J. Zhang, J. Feng, and Z. Chen · 2017
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Entitables: Smart assistance for entity-focused tables
S. Zhang and K. Balog · 2017
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Ad hoc table retrieval using semantic similarity
S. Zhang and K. Balog · 2018
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Exploiting latent information in relational databases via word embedding and application to degrees of disclosure
R. Bordawekar and O. Shmueli · 2019
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Auto-completion for data cells in relational tables
S. Zhang and K. Balog
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Recommending related tables
S. Zhang and K. Balog
Cited in the paper.