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

February 1, 2023

Authors

Aidana Karipbayeva

University of Illinois at Urbana-Champaign

Alena Sorokina

Nazarbayev University

Zhenisbek Assylbekov

Nazarbayev University

Published:

2020-06-02

Proceedings:

Proceedings of the AAAI Conference on Artificial Intelligence, 34

Volume

Issue:

Vol. 34 No. 10: Issue 10: AAAI-20 Student Tracks

Track:

Student Abstract Track

Downloads:

Download PDF

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.

DOI:

10.1609/aaai.v34i10.7190

AAAI

Vol. 34 No. 10: Issue 10: AAAI-20 Student Tracks

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

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