Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract)

February 1, 2023

Abstract:

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.

Published Date: 2020-06-02

Registration: ISSN 2374-3468 (Online) ISSN 2159-5399 (Print) ISBN 978-1-57735-835-0 (10 issue set)

Authors

Maxat Tezekbayev

Nazarbayev University

Zhenisbek Assylbekov

Nazarbayev University

Rustem Takhanov

Nazarbayev University

DOI:

10.1609/aaai.v34i10.7241

HOW TO CITE:

Maxat Tezekbayev||Zhenisbek Assylbekov||Rustem Takhanov Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract) Proceedings of the AAAI Conference on Artificial Intelligence, 34 (2020) 13937-13938.

Maxat Tezekbayev||Zhenisbek Assylbekov||Rustem Takhanov Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract) AAAI 2020, 13937-13938.

Maxat Tezekbayev||Zhenisbek Assylbekov||Rustem Takhanov (2020). Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract). Proceedings of the AAAI Conference on Artificial Intelligence, 34, 13937-13938.

Maxat Tezekbayev||Zhenisbek Assylbekov||Rustem Takhanov. Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract). Proceedings of the AAAI Conference on Artificial Intelligence, 34 2020 p.13937-13938.

Maxat Tezekbayev||Zhenisbek Assylbekov||Rustem Takhanov. 2020. Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract). "Proceedings of the AAAI Conference on Artificial Intelligence, 34". 13937-13938.

Maxat Tezekbayev||Zhenisbek Assylbekov||Rustem Takhanov. (2020) "Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract)", Proceedings of the AAAI Conference on Artificial Intelligence, 34, p.13937-13938

Maxat Tezekbayev||Zhenisbek Assylbekov||Rustem Takhanov, "Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract)", AAAI, p.13937-13938, 2020.

Maxat Tezekbayev||Zhenisbek Assylbekov||Rustem Takhanov. "Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract)". Proceedings of the AAAI Conference on Artificial Intelligence, 34, 2020, p.13937-13938.

Maxat Tezekbayev||Zhenisbek Assylbekov||Rustem Takhanov. Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract). AAAI[Internet]. 2020[cited 2023]; 13937-13938.

ISSN: 2374-3468

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