A Critique of the Smooth Inverse Frequency Sentence Embeddings (Student Abstract)

Aidana Karipbayeva, Alena Sorokina, Zhenisbek Assylbekov

AAAI 2020 pp. 13835-13836

doi:10.1609/AAAI.V34I10.7190 /aaai/2020/karipbayeva2020aaai-critique/

Abstract

We critically review the smooth inverse frequency sentence embedding method of Arora, Liang, and Ma (2017), and show inconsistencies in its setup, derivation and evaluation.

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Cite

Text

Karipbayeva et al. "A Critique of the Smooth Inverse Frequency Sentence Embeddings (Student Abstract)." AAAI Conference on Artificial Intelligence, 2020. doi:10.1609/AAAI.V34I10.7190

Markdown

[Karipbayeva et al. "A Critique of the Smooth Inverse Frequency Sentence Embeddings (Student Abstract)." AAAI Conference on Artificial Intelligence, 2020.](https://mlanthology.org/aaai/2020/karipbayeva2020aaai-critique/) doi:10.1609/AAAI.V34I10.7190

BibTeX

@inproceedings{karipbayeva2020aaai-critique,
  title     = {{A Critique of the Smooth Inverse Frequency Sentence Embeddings (Student Abstract)}},
  author    = {Karipbayeva, Aidana and Sorokina, Alena and Assylbekov, Zhenisbek},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2020},
  pages     = {13835-13836},
  doi       = {10.1609/AAAI.V34I10.7190},
  url       = {https://mlanthology.org/aaai/2020/karipbayeva2020aaai-critique/}
}