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stat.ML2016★ 11 cited
Probabilistic Knowledge Graph Construction: Compositional and Incremental Approaches
Dongwoo Kim, Lexing Xie, Cheng Soon Ong
Knowledge graph construction consists of two tasks: extracting information from external resources (knowledge population) and inferring missing information through a statistical an…
stat.ML2015
Hierarchical learning of grids of microtopics
Nebojsa Jojic, Alessandro Perina, Dongwoo Kim
The counting grid is a grid of microtopics, sparse word/feature distributions. The generative model associated with the grid does not use these microtopics individually. Rather, it…