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A tensorized logic programming language for large-scale data
[article]
2019
arXiv
pre-print
We introduce a new logic programming language T-PRISM based on tensor embeddings. Our embedding scheme is a modification of the distribution semantics in PRISM, one of the state-of-the-art probabilistic logic programming languages, by replacing distribution functions with multidimensional arrays, i.e., tensors. T-PRISM consists of two parts: logic programming part and numerical computation part. The former provides flexible and interpretable modeling at the level of first order logic, and the
arXiv:1901.08548v1
fatcat:bkl6kr43gng5zpgsc4bdisftvi