The paper introduces AnalogySpace, a technique for reasoning over large common sense knowledge bases by forming analogical closure through dimensionality reduction. It uses data from the Open Mind Common Sense project and applies singular value decomposition to reduce dimensionality, allowing for generalization and classification of knowledge. The paper evaluates AnalogySpace's effectiveness in making inferences and compares it to previous methods, showing improved accuracy.
documents/EFTA01154696.pdf
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