Factorization Model

This paper presents a novel method for the com- putation of word meaning in context. We make use of a factorization model in which words, to- gether with their window-based …...

AbstractWe present a method for unsupervised open-domain relation discovery. In contrast to previous (mostly generative and agglomerative clustering) approaches, our model relies on rich contextual features and makes minimal independence …...