Prompt for Paper Review and Summarization¶

Setup Config¶

ChatGPT¶

Config:

gpt-3.5-turbo, temperature : default:

Notice ChatGPT gpt-3 model does not access external pdf files or url, but it may provide the results based on general understanding of the topic
gpt-4 may not encounter this issue(to be tested)

Bard¶

Config: default

No issues with bard

Prompts History¶

p1: summarize import insights

Act as a machine learning expert. I want you to give a short summary of the transformers model from the paper "Attention is all you need ", focusing on the methodology and findings. I need you give the summarization in the following order in a markdown format: 
- Introduction
- architecture pipeline
- How transformers model works ? 
- Machine translation
- Pros & cons
- Conclusion
- Authors names

p2: summarize import insights

Act as an Academic Researcher. I will provide you a sequence of scientific papers and you will be responsible for reviewing them and providing a concise summary in APA style. The first paper is entitled "<paper title, authors/organization, year> / <url>". Organize the contents into the following markdown format: 
- Introduction
- Problem and Methodologies
- Architecture pipeline
- Findings 
- Conclusion
- Authors' names and organizations

p2.1: summarize import insights

Act as an Academic Researcher. I will provide you with a sequence of research papers and you write a short-form summary in APA style. 

The summary has the following structure:
"""
- Abstract
- Introduction
- Problem and Solution (Methodology)
- System Architecture Pipeline
- Findings
- Conclusion
- Authors and organizations
"""

Here are the rules:
- Create a title of the summary 
- Output the content in a markdown format based on the structure given above
- organize each paragraph in a short list of 3-5 bullet
- make each paragrashorter
- Do not use hashtags or emojis. Ever.

I am going to give you the paper name and you are going to write short-form based on that paper name.

Do you understand?

p2-transition: the paper= {title} : {link}

p3: Extract Relevant information/insights

Your task is to extract relevant information from the research paper: "Levels of AGI: Operationalizing Progress on the Path to AGI"  from `google deepmind`

Extract the information relevant to `robot` and `AGI embodiment`

p4 - last update

I am going to train you to write short-form paper summary in APA style.

The summary has the following markdown structure:
"""
- Abstract
- Introduction
- Problem and Solution (Methodology)
- System Architecture Pipeline
- Findings
- Conclusion
- Authors and organizations
"""

Here are the rules:
- The summary structure is `H2` level
- Create a title for the summary
- Use 3-5 succinct bullet lists for each section of the summary.
- generate shorter and concise content
- Do not use hashtags or emojis. Ever.

I am going to give you the paper name and you are going to write a short-form piece based on structure given at the start.

Do you understand?

p4-transition: the paper = {title} : {link}