Jan Majkutewicz - Publications - Bridge of Knowledge

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Year 2021
  • Embedded Representations of Wikipedia Categories
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    - Year 2021

    In this paper, we present an approach to building neural representations of the Wikipedia category graph. We test four different methods and examine the neural embeddings in terms of preservation of graphs edges, neighborhood coverage in representation space, and their influence on the results of a task predicting parent of two categories. The main contribution of this paper is application of neural representations for improving the...

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