UWB@RuShiftEval Measuring Semantic Difference as per-word Variation in Aligned Semantic Spaces
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F21%3A43962580" target="_blank" >RIV/49777513:23520/21:43962580 - isvavai.cz</a>
Result on the web
<a href="http://www.dialog-21.ru/media/5483/_-dialog2021supvol.pdf" target="_blank" >http://www.dialog-21.ru/media/5483/_-dialog2021supvol.pdf</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.28995/2075-7182-2021-20-1188-1196" target="_blank" >10.28995/2075-7182-2021-20-1188-1196</a>
Alternative languages
Result language
angličtina
Original language name
UWB@RuShiftEval Measuring Semantic Difference as per-word Variation in Aligned Semantic Spaces
Original language description
We present our system for measuring the lexical semantic change between corpora pairs, developed for the RuShiftEval competition. We measure semantic changes in a list of test words between three different corpora (for each pair), pre-Soviet, Soviet, and post-Soviet, each from a different time period. For each corpus, we train word embeddings, and we obtain linear transformations between the embedding spaces. Finally, we measure the similarity between the transformed vectors for each test word.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Computational Linguistics and Intellectual Technologies
ISBN
978-5-7281-3031-4
ISSN
2221-7932
e-ISSN
2075-7182
Number of pages
9
Pages from-to
1188-1196
Publisher name
Russian State University for the Humanities
Place of publication
Moskva
Event location
Moskva, online
Event date
Jun 16, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—