Estimating concept embeddings from their child concepts

@article{Oono2016EstimatingCE,
  title={Estimating concept embeddings from their child concepts},
  author={Tatsuya Oono and Kanako Komiya and Minoru Sasaki and Hiroyuki Shinnou},
  journal={2016 Fifth ICT International Student Project Conference (ICT-ISPC)},
  year={2016},
  pages={25-28}
}
We estimate the concept embeddings, which are distributed representations of the concepts, in a concept dictionary from the concept embeddings of their child concepts. The concept dictionaries represent the systematic classification of the concepts of nouns and verbs in a way and the concept embeddings represent the meanings of the concepts. This paper investigates what kind of composition calculation can represent the relation between the concepts and their child concepts in a concept… CONTINUE READING