@InProceedings{lopukhina-lopukhin:2016:CogALex-V,
  author    = {Lopukhina, Anastasiya  and  Lopukhin, Konstantin},
  title     = {Regular polysemy: from sense vectors to sense patterns},
  booktitle = {Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex - V)},
  month     = {December},
  year      = {2016},
  address   = {Osaka, Japan},
  publisher = {The COLING 2016 Organizing Committee},
  pages     = {19--23},
  abstract  = {Regular polysemy was extensively investigated in lexical semantics, but this
	phenomenon has been very little studied in distributional semantics. We propose
	a model for regular polysemy detection that is based on sense vectors and
	allows to work directly with senses in semantic vector space. Our method is
	able to detect polysemous words that have the same regular sense alternation as
	in a given example (a word with two automatically induced senses that represent
	one polysemy pattern, such as ANIMAL / FOOD). The method works equally well for
	nouns, verbs and adjectives and achieves average recall of 0.55 and average
	precision of 0.59 for ten different polysemy patterns.},
  url       = {http://aclweb.org/anthology/W16-5303}
}