Jan Majkutewicz - Publications - Bridge of Knowledge

mgr inż. Jan Majkutewicz

Employment

Assistant at Department of Computer Architecture

Keywords Help

Publications

results on page:
year:
- selected sort by year newest first
- sort by year oldest first
title:
- selected sort by title A-Z
- sort by title Z-A
citation:
- sort by citation descending
- sort by citation ascending

Filters

total: 1

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...

Full text to download in external service

seen 799 times