TY - GEN
T1 - Semantics-and syntax-related subvectors in the skip-gram embeddings (student abstract)
AU - Tezekbayev, Maxat
AU - Assylbekov, Zhenisbek
AU - Takhanov, Rustem
N1 - Funding Information:
This work is supported by the Nazarbayev University Collaborative Research Program 091019CRP2109, and by the Committee of Science of the Ministry of Education and Science of the Republic of Kazakhstan, IRN AP05133700.
Publisher Copyright:
Copyright © 2020 Association for the Advancement of Artificial Intelligence. All rights reserved.
PY - 2020
Y1 - 2020
N2 - We show that the skip-gram embedding of any word can be decomposed into two subvectors which roughly correspond to semantic and syntactic roles of the word.
AB - We show that the skip-gram embedding of any word can be decomposed into two subvectors which roughly correspond to semantic and syntactic roles of the word.
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M3 - Conference contribution
AN - SCOPUS:85106642789
T3 - AAAI 2020 - 34th AAAI Conference on Artificial Intelligence
SP - 13937
EP - 13938
BT - AAAI 2020 - 34th AAAI Conference on Artificial Intelligence
PB - American Association for Artificial Intelligence (AAAI) Press
T2 - 34th AAAI Conference on Artificial Intelligence, AAAI 2020
Y2 - 7 February 2020 through 12 February 2020
ER -