CLSep 30, 2019
A Critique of the Smooth Inverse Frequency Sentence Embeddings
arXiv:1909.13494v16 citations
Originality Synthesis-oriented
AI Analysis
This is an incremental analysis for researchers in natural language processing, focusing on methodological flaws in an existing approach.
The paper critiques the smooth inverse frequency sentence embedding method by identifying inconsistencies in its setup, derivation, and evaluation, but does not provide new results or concrete numbers.
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.