Jan Majkutewicz - Publications - Bridge of Knowledge

mgr inż. Jan Majkutewicz

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Assistant at Department of Computer Architecture

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Year 2021

Embedded Representations of Wikipedia Categories
Publication
- J. Majkutewicz
- J. Szymański
- A. Sobecki
- H. Mora
- D. Gil
- 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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