Seonglae ChoA 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
arxiv.org
https://arxiv.org/pdf/2309.04269.pdf
ChatGPT
Of course! Please provide the article you would like me to summarize.
https://chat.openai.com/share/121a70fb-b6b3-4535-ac78-57590c6de0a2
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.
https://huggingface.co/datasets/griffin/chain_of_density
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."
}
https://chat.openai.com/share/d5b1a5e0-4cf5-4216-87ef-345b3b77f6cc