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

Maxat Tezekbayev, Zhenisbek Assylbekov, Rustem Takhanov

AAAI 2020 pp. 13937-13938

doi:10.1609/AAAI.V34I10.7241 /aaai/2020/tezekbayev2020aaai-semantics/

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.

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Cite

Text

Tezekbayev et al. "Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract)." AAAI Conference on Artificial Intelligence, 2020. doi:10.1609/AAAI.V34I10.7241

Markdown

[Tezekbayev et al. "Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract)." AAAI Conference on Artificial Intelligence, 2020.](https://mlanthology.org/aaai/2020/tezekbayev2020aaai-semantics/) doi:10.1609/AAAI.V34I10.7241

BibTeX

@inproceedings{tezekbayev2020aaai-semantics,
  title     = {{Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract)}},
  author    = {Tezekbayev, Maxat and Assylbekov, Zhenisbek and Takhanov, Rustem},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2020},
  pages     = {13937-13938},
  doi       = {10.1609/AAAI.V34I10.7241},
  url       = {https://mlanthology.org/aaai/2020/tezekbayev2020aaai-semantics/}
}