| RYCHLÝ, Pavel. Evaluation of the Sketch Engine Thesaurus on Analogy Queries. In Aleš Horák, Pavel Rychlý, Adam Rambousek. Tenth Workshop on Recent Advances in Slavonic Natural Language Processing, RASLAN 2016. Brno: Tribun EU, 2016, s. 147-152. ISBN 978-80-263-1095-2. |
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@inproceedings{1365143,
author = {Rychlý, Pavel},
address = {Brno},
booktitle = {Tenth Workshop on Recent Advances in Slavonic Natural Language Processing, RASLAN 2016},
editor = {Aleš Horák, Pavel Rychlý, Adam Rambousek},
keywords = {distributional thesaurus; analogy queries},
howpublished = {tištěná verze "print"},
language = {eng},
location = {Brno},
isbn = {978-80-263-1095-2},
pages = {147-152},
publisher = {Tribun EU},
title = {Evaluation of the Sketch Engine Thesaurus on Analogy Queries},
url = {https://nlp.fi.muni.cz/raslan/2016/paper18-Rychly.pdf},
year = {2016}
}
TY - JOUR
ID - 1365143
AU - Rychlý, Pavel
PY - 2016
TI - Evaluation of the Sketch Engine Thesaurus on Analogy Queries
PB - Tribun EU
CY - Brno
SN - 9788026310952
KW - distributional thesaurus
KW - analogy queries
UR - https://nlp.fi.muni.cz/raslan/2016/paper18-Rychly.pdf
N2 - Recent research on vector representation of words in texts bring new methods of evaluating distributional thesauri. One of such methods is the task of analogy queries. We evaluated the Sketch Engine thesaurus on a subset of analogy queries using several similarity options. We show that Jaccard similarity is better than the cosine one for bigger corpora, it even substantially outperforms the word2vec system.
ER -
RYCHLÝ, Pavel. Evaluation of the Sketch Engine Thesaurus on Analogy Queries. In Aleš Horák, Pavel Rychlý, Adam Rambousek. \textit{Tenth Workshop on Recent Advances in Slavonic Natural Language Processing, RASLAN 2016}. Brno: Tribun EU, 2016, s.~147-152. ISBN~978-80-263-1095-2.
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