| Year |
2012 |
| Type |
in proceedings |
| Status |
published |
| Language |
English |
| Author(s) |
Cinková, Silvie Holub, Martin Kríž, Vincent |
| Title |
Managing Uncertainty in Semantic Tagging |
| Czech title |
Kontrola nejistoty v sémantickém značkování |
| Proceedings |
2012: Avignon, France: EACL 2012: Proceedings of 13th Conference of the European Chapter of the Association for Computational Linguistics |
| Pages range |
840-850 |
| How published |
online |
| URL |
http://aclweb.org/anthology-new/E/E12/E12-1085.pdf |
| Supported by |
2012-2018 GBP103/12/G084 (Centrum pro multi-modální interpretaci dat velkého rozsahu) 2009-2012 FP7-ICT-2007-3-231720 (EuroMatrix Plus) 2009-2012 7E09003 (EuroMatrixPlus – Bringing Machine Translation for European Languages to the User) 2012-2016 PRVOUK P46 (Informatika) |
| Czech abstract |
Nízká mezianotátorská shoda (IAA) je známým problémem v sémantickém značkování. IAA koreluje s granularitou lexií a oboje koreluje s množstvím informace i s její spolehlivosí. Představujeme Reliable Gain (RG), míru, která optimalizuje sémantickou granularitu se zřetelem ke spolehlivosti informace. |
| English abstract |
Low interannotator agreement (IAA) is a
well-known issue in manual semantic tagging
(sense tagging). IAA correlates with
the granularity of word senses and they
both correlate with the amount of information
they give as well as with its reliability.
We compare different approaches to semantic
tagging in WordNet, FrameNet, Prop-
Bank and OntoNotes with a small tagged
data sample based on the Corpus Pattern
Analysis to present the reliable information
gain (RG), a measure used to optimize the
semantic granularity of a sense inventory
with respect to its reliability indicated by
the IAA in the given data set. RG can also
be used as feedback for lexicographers, and
as a supporting component of automatic semantic
classifiers, especially when dealing
with a very fine-grained set of semantic categories. |
| Specialization |
linguistics ("jazykověda") |
| Confidentiality |
default – not confidential |
| Open access |
no |
| ISBN* |
978-1-937284-19-0 |
| Address* |
Avignon, France |
| Month* |
April |
| Venue* |
Université d'Avignon |
| Publisher* |
Association for Computational Linguistics |
| Organization* |
Association for Computational Linguistics (ACL), 209 N. Eighth Street Stroudsburg, PA 18360 USA |
Creator: Common Account
Created: 10/16/12 11:50 AM
Modifier: Common Account
Modified: 11/23/15 11:19 AM
|
