Attention Is All You Need

Reviewed Nov 3, 2025 · 8m 20s · 2 checks run

3desk-reject risks
25reviewer flags
5polish
LANGUAGE QUALITYA-

33 findings

Desk-reject risk

3

#1

No keywords were provided in the document.

Keywords

#2

No corresponding author was found.

Authors

#3

The table 'tab:parsing-results' must be cited in the text.

Results > English Constituency Parsing

Reviewer will likely flag

25

#1

A personal email address (@gmail.com) is used.

Authors

#2

The institutional affiliation for Aidan N.

Authors

#3

The institutional affiliation for several authors (Niki Parmar, Jakob Uszkoreit, Llion Jones, Illia Polosukhin…

Authors

#4

The institutional affiliation 'Google Brain' is incomplete for multiple authors (Ashish Vaswani, Noam Shazeer,…

Authors

#5

The acronym 'Transformer' is defined multiple times.

Conclusion

20 more in this group.

Polish

5

#1

The acronym 'ConvS2S' is undefined and used only 2 times.

Background

#2

The acronym 'ConvS2S' is undefined and used only 2 times.

Background

#3

The acronym 'ReLU' is undefined and used only 1 times.

Position-wise Feed-Forward Networks

#4

The acronym 'Adam' is undefined and used only 1 times.

Optimizer

#5

Added figure number (Fig.

Attention Visualizations

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