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Chain of Density
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Chain of Density

Creator
Creator
Seonglae Cho
Created
Created
2023 Sep 16 17:9
Editor
Editor
Seonglae Cho
Edited
Edited
2023 Sep 19 7:35
Refs
Refs
Entity Density
A good summary should be detailed and entity-centric without being overly dense and hard to follow.
summarization task에서 CoD Prompt라는 특이한 방식으로 접근한 논문
SEO 에서 사용하는 Entity Density개념으로 LLM한테 iteration시켜서 결과를 개선하는 방식이었는데 도메인 지식으로 특정 task 접근

prompt

notion image
 
 
 
 
arxiv.org
https://arxiv.org/pdf/2309.04269.pdf
ChatGPT
Of course! Please provide the article you would like me to summarize.
ChatGPT
https://chat.openai.com/share/121a70fb-b6b3-4535-ac78-57590c6de0a2
ChatGPT
griffin/chain_of_density · Datasets at Hugging Face
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
griffin/chain_of_density · Datasets at Hugging Face
https://huggingface.co/datasets/griffin/chain_of_density
griffin/chain_of_density · Datasets at Hugging Face
ChatGPT
{ "Missing_Entities": "climate change;carbon emissions", "Denser_Summary": "This article discusses climate change and its impact on the environment. It also talks about the need to reduce carbon emissions." }
ChatGPT
https://chat.openai.com/share/d5b1a5e0-4cf5-4216-87ef-345b3b77f6cc
ChatGPT
 
 

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Chain of Density
Copyright Seonglae Cho