From e64d4912229a756604068c995f266a9a6f8361cf Mon Sep 17 00:00:00 2001 From: Elvis Saravia Date: Thu, 23 Feb 2023 00:15:31 -0600 Subject: [PATCH] added papers --- guides/prompt-miscellaneous.md | 14 ++++++++++++++ img/dsp.jpeg | Bin 0 -> 147724 bytes 2 files changed, 14 insertions(+) create mode 100644 img/dsp.jpeg diff --git a/guides/prompt-miscellaneous.md b/guides/prompt-miscellaneous.md index c35ad37..bc3ad74 100644 --- a/guides/prompt-miscellaneous.md +++ b/guides/prompt-miscellaneous.md @@ -5,11 +5,25 @@ In this section, we discuss other miscellaneous but important topics in prompt e **Note that this section is under construction.** Topic: +- [Directional Stimulus Prompting](#directional-stimulus-prompting) - [Program-Aided Language Models](#program-aided-language-models) - [ReAct](#react) - [Multimodal CoT Prompting](#multimodal-prompting) - [GraphPrompts](#graphprompts) +--- + +## Directional Stimulus Prompting +[Li et al., (2023)](https://arxiv.org/abs/2302.11520) proposes a new prompting technique to better guide the LLM in generating the desired summary. + +A tuneable policy LM is trained to generate the stimulus/hint. Seeing more use of RL to optimize LLMs. + +The figure below shows how Directional Stimulus Prompting compares with standard prompting. The policy LM can be small and optimized to generate the hints that guide a black-box frozen LLM. + +![](../img/dsp.jpeg) + +Full example coming soon! + --- ## Program-Aided Language Models [Gao et al., (2022)](https://arxiv.org/abs/2211.10435) presents a method that uses LLMs to read natural language problems and generate programs as the intermediate reasoning steps. 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