From 91495493ed015ae882d9a648e9dea10c3c5a85f8 Mon Sep 17 00:00:00 2001 From: Elvis Saravia Date: Tue, 21 Feb 2023 01:15:37 -0600 Subject: [PATCH] multimodal CoT --- README.md | 1 + guides/prompt-miscellaneous.md | 11 +++++++---- img/multimodal-cot.png | Bin 0 -> 174994 bytes 3 files changed, 8 insertions(+), 4 deletions(-) create mode 100644 img/multimodal-cot.png diff --git a/README.md b/README.md index c7b36ee..f6b03a4 100644 --- a/README.md +++ b/README.md @@ -89,6 +89,7 @@ The following are the latest papers (sorted by release date) on prompt engineeri - [Large Language Models are Zero-Shot Reasoners](https://arxiv.org/abs/2205.11916) (May 2022) - [MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning](https://arxiv.org/abs/2205.00445) (May 2022) - [Toxicity Detection with Generative Prompt-based Inference](https://arxiv.org/abs/2205.12390) (May 2022) + - [Learning to Transfer Prompts for Text Generation](https://arxiv.org/abs/2205.01543) (May 2022) - [The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning](https://arxiv.org/abs/2205.03401) (May 2022) - [A Taxonomy of Prompt Modifiers for Text-To-Image Generation](https://arxiv.org/abs/2204.13988) (Apr 2022) - [PromptChainer: Chaining Large Language Model Prompts through Visual Programming](https://arxiv.org/abs/2203.06566) (Mar 2022) diff --git a/guides/prompt-miscellaneous.md b/guides/prompt-miscellaneous.md index fd4f9d7..c35ad37 100644 --- a/guides/prompt-miscellaneous.md +++ b/guides/prompt-miscellaneous.md @@ -7,7 +7,7 @@ In this section, we discuss other miscellaneous but important topics in prompt e Topic: - [Program-Aided Language Models](#program-aided-language-models) - [ReAct](#react) -- [Multimodal Prompting](#multimodal-prompting) +- [Multimodal CoT Prompting](#multimodal-prompting) - [GraphPrompts](#graphprompts) --- @@ -30,10 +30,13 @@ The ReAct framework can allow LLMs to interact with external tools to retrieve a Full example coming soon! --- -## Multimodal Prompting -In this section, we will cover some examples of multimodal prompting techniques and applications that leverage multiple modalities as opposed to just text alone. +## Multimodal CoT Prompting -Examples coming soon! +[Zhang et al. (2023)](https://arxiv.org/abs/2302.00923) recently proposed a multimodal chain-of-thought prompting approach. Traditional CoT focuses on the language modality. In contrast, Multimodal CoT incorporates text and vision into a two-stage framework. The first step involves rationale generation based on multimodal information. This is followed by the second phase, answer inference, which leverages the informative generated rationales. + +The multimodal CoT model (1B) outperforms GPT-3.5 on the ScienceQA benchmark. + +![](../img/multimodal-cot.png) --- ## GraphPrompts diff --git a/img/multimodal-cot.png b/img/multimodal-cot.png new file mode 100644 index 0000000000000000000000000000000000000000..14a0f56f8d514aea81c69791448505efd2defbd1 GIT binary patch literal 174994 zcmeFZg;!kJ(msp@cM0wufyArm1(K|!I($x6P5f`W~Kf`Umvga@98d~}I~ zf`Zntl#o!7laQcLakMkDv^Ir;Vu*E)X_gl^!tL?>jvb_CC?OUoArUBLan2sZulAcl zUBzam&~mkR%Ohtor$EZ$i*OmO#h35?KXZjb8NT1aA}7Wz)N2<=A&`wkhlC`a2^+dH zd{1zM+WnFxljonFyM?EGhT^g~yVFzflaCn_eN-;+c!@XHQ*K}pP1~+uq&5ZTtZ&J2 z&Xb?N-1UTKg{`>UP3hYMC6NmE5|mD>y<6wl>t)=d-&+i8q!BnDgsXV9w<_P7QDS4a z;2o*Nzg4&vn@ykaKIfj@F4;|z^23nLm>cHY~UlA3G-JeY)mHXU-vKx&lSZ~CFJCQ ztE#c1si`fS$9;F}PYg_Dy#KP#)Nt1F8uCySk0ZqW-g! zzxt6h1sOY9+B;d=*-||BYxL31*-40s>iI?g{`+&Brf!!1d6O;ZU(*66$ogEu%Fe>Z 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