BibTeX
@InProceedings{boleda17:_instan_concep_distr_space,
abstract = {Instances (``Mozart'') are ontologically distinct from
concepts or classes (``composer''). Natural language
encompasses both, but instances have received
comparatively little attention in distributional
semantics. Our results show that instances and
concepts differ in their distributional
properties. We also establish that instantiation
detection (``Mozart -- composer'') is generally
easier than hypernymy detection (``chemist --
scientist''), and that results on the influence of
input representation do not transfer from hyponymy
to instantiation.},
address = {Valencia, Spain},
author = {Boleda, Gemma and Gupta, Abhijeet and Pad{o}, Sebastian},
booktitle = {Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics},
interhash = {4fccc5bec96863e48b0aa1efc00cf904},
intrahash = {572c75d2a71ba7d51970dc1256c905e3},
month = {April},
pages = {79-85},
title = {Instances and concepts in distributional space},
url = {https://www.aclweb.org/anthology/E17-2013.pdf},
year = 2017
}