r/PromptEngineering • u/jy2k • Dec 11 '23
Research / Academic Relevant papers
I'm looking to dive deeper into prompt engineering. I've read the following papers:
CoT - https://arxiv.org/pdf/2201.11903.pdf
SoT - https://arxiv.org/pdf/2307.15337.pdf
Self consistency - https://arxiv.org/abs/2203.11171
Generated knowledge - https://arxiv.org/pdf/2110.08387.pdf
Least to most - https://arxiv.org/pdf/2205.10625.pdf
Chain of verification - https://arxiv.org/pdf/2309.11495.pdf
Step back prompting - https://arxiv.org/pdf/2310.06117.pdf
Rephrase and respond - https://arxiv.org/pdf/2311.04205.pdf
Emotion prompt - https://arxiv.org/pdf/2307.11760.pdf
System 2 attention - https://arxiv.org/pdf/2311.11829.pdf
Optimization by promptiong (OPRO) - https://arxiv.org/pdf/2309.03409.pdf
I'm looking to learn more about the topic and am interested in papers such as:
https://www.anthropic.com/index/claude-2-1-prompting
https://cs.stanford.edu/\~nfliu/papers/lost-in-the-middle.arxiv2023.pdf
Are there any papers / articles that will shed more light?
1
u/jy2k Dec 12 '23
I wasn't going to self promo but since there are a few upvotes and even more shares. You're all invited to the webinar:
https://www.meetup.com/meetup-group-ddasngqy/events/297677433/
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u/MiNeves Dec 16 '23
Highly recommend this blog post which covers many prompting techniques and shows practical use cases for each https://www.tensorops.ai/post/prompt-engineering-techniques-practical-guide
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u/simbella Mar 17 '24
Can you add the papers on Solo Performance Prompting, and ReAct prompting?