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Literature Reviews

Written by Jérémy Perret, et al. last updated 18th Jan 2021

A literature review, a literature survey, a state of the art is an extended write-up collecting, and often comparing and commenting on a set of publications addressing a specific topic/question.

Their main purpose is not to present original research, nor serve as teaching material, but to provide a gateway to the latest and/or most valuable research on a particular topic. This can serve to jumpstart a bibliography, as a first chapter of a dissertation, or to guide newcomers to a field where textbooks aren't available, or too broad or too dated.

Note the three terms are not synonymous but gather well under the same tag.

See also: , .

Epistemic Review
Book Reviews
Summaries
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Posts tagged Literature Reviews
34Literature Review on Goal-Directedness
Adam Shimi, Michele Campolo, Joe Collman
4y
21
71Shallow review of technical AI safety, 2024
technicalities, Stag, Stephen McAleese, jordine, Dr. David Mathers
6mo
1
108Shallow review of live agendas in alignment & safety
technicalities, Stag
2y
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512021 AI Alignment Literature Review and Charity Comparison
Larks
3y
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402018 AI Alignment Literature Review and Charity Comparison
Larks
7y
4
432020 AI Alignment Literature Review and Charity Comparison
Larks
5y
12
392019 AI Alignment Literature Review and Charity Comparison
Larks
6y
8
33Neural uncertainty estimation review article (for alignment)
Charlie Steiner
2y
0
7Some recent survey papers on (mostly near-term) AI safety, security, and assurance
Aryeh Englander
4y
0
9What are good alignment conference papers?
Q
Adam Shimi
4y
Q
2
26Elicit: Language Models as Research Assistants
Andreas Stuhlmüller, jungofthewon
3y
4
25Some Summaries of Agent Foundations Work
Matt MacDermott
2y
0
2What if Agent-4 breaks out?
Alvin Ånestrand
2mo
0
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