@InProceedings{jang-myaeng:2017:SENSE2017,
  author    = {Jang, Kyoung-Rok  and  Myaeng, Sung-Hyon},
  title     = {Elucidating Conceptual Properties from Word Embeddings},
  booktitle = {Proceedings of the 1st Workshop on Sense, Concept and Entity Representations and their Applications},
  month     = {April},
  year      = {2017},
  address   = {Valencia, Spain},
  publisher = {Association for Computational Linguistics},
  pages     = {91--95},
  abstract  = {In this paper, we introduce a method of identifying the components (i.e.
	dimensions) of word embeddings that strongly signifies properties of a word. By
	elucidating such properties hidden in word embeddings, we could make word
	embeddings more interpretable, and also could perform property-based meaning
	comparison. With the capability, we can answer questions like "To what degree
	a given word has the property cuteness?" or "In what perspective two words
	are similar?". We verify our method by examining how the strength of
	property-signifying components correlates with the degree of prototypicality of
	a target word.},
  url       = {http://www.aclweb.org/anthology/W17-1911}
}