@InProceedings{fucikova-hajic-uresova:2016:GramLex,
  author    = {Fucikova, Eva  and  Hajic, Jan  and  Uresova, Zdenka},
  title     = {Enriching a Valency Lexicon by Deverbative Nouns},
  booktitle = {Proceedings of the Workshop on Grammar and Lexicon: interactions and interfaces (GramLex)},
  month     = {December},
  year      = {2016},
  address   = {Osaka, Japan},
  publisher = {The COLING 2016 Organizing Committee},
  pages     = {71--80},
  abstract  = {We present an attempt to automatically identify Czech deverbative nouns using
	several methods that use large corpora as well as existing lexical resources.
	The motivation for the task is to extend a verbal valency (i.e.,
	predicate-argument) lexicon by adding nouns that share the valency properties
	with the base verb, assuming their properties can be derived (even if not
	trivially) from the underlying verb by deterministic grammatical rules. At the
	same time, even in inflective languages, not all deverbatives are simply
	created from their underlying base verb by regular lexical derivation
	processes. We have thus developed hybrid techniques that use both large
	parallel corpora and several standard lexical resources. Thanks to the use of
	parallel corpora, the resulting sets contain also synonyms, which the lexical
	derivation rules cannot get. For evaluation, we have manually created a small,
	100-verb gold data since no such dataset was initially available for Czech.},
  url       = {http://aclweb.org/anthology/W16-3810}
}