Ilya Shabanov Profile picture
Jan 15, 2023 β€’ 10 tweets β€’ 10 min read β€’ Read on X
How to start a literature review from a single keyword.

I tried about a dozen tools.

Conclusion: This effortless workflow with @OK_Maps and @paperpile

πŸ§΅πŸ‘‡

#AcademicChatter #ScienceTwitter #AcademicTwitter
@OK_Maps @paperpile 1. Start with a search term

Think of OKMaps as a better google for your very first step of lit research.

Simply type in a topic and see relevant papers sorted in groups.

Refine your results by date if you are looking for a specific period, or newest papers. Image
@OK_Maps @paperpile 2. See results

OKMaps will find a number of most relevant papers, arranged by category.

Each bubble contains papers of a single category.

On the right side you can refine your search textually or by date. Image
@OK_Maps @paperpile 3. Zooming into a category

Click on one of the bubbles to reveal the papers it is made up of.

All these papers will be semantically related and you might end up adding all of them to your initial review.

Click on the single papers, to reveal an abstract. Image
@OK_Maps @paperpile 4. Collect relevant papers

My favourite way to collect papers is @paperpile.

It's incredibly well integrated into my browser (Chrome) and smart.

Right Click on the DOI Link and select "Add to Paperpile". Image
@OK_Maps @paperpile 5. Paperpile UI

If you have ever used a Reference Manager, you will feel right at home.

Organise your references by label or folder.

It is really snappy, since I can just drag the labels from the left onto the paper. Image
@OK_Maps @paperpile Never heard of @paperpile?

It's a neat tool to collect academic papers, like Zotero or Mendeley.

Google "Paperpile Chrome Extension" to add the extension.

(Other browsers are supported as well.)

Price: 3$/month for academics + 30 day free trial Image
@OK_Maps @paperpile 6. Seed Collection

This initial collection is a "seed" for further digging.

Next tutorial will be on using @LitmapsApp to grow that small collection into a big set.

Follow @Artifexx if you don't want to miss it.

This is how I take notes while reading:
@OK_Maps @paperpile @LitmapsApp Summary

β–Ί Use @OK_Maps to go from search term β†’ papers
β–Ί More convenient than google, as papers are sorted by category
β–Ί Add relevant papers to @paperpile using chrome extension (right clicking menu)
β–Ί Open Access PDFs will auto download (and sync to google drive)
@OK_Maps @paperpile @LitmapsApp This Tweet is part of a series on literature research. It covers only the very first step.

Want to know what AI tools I use for the next steps? Follow @Artifexx

Want to gear up your academic journey - consider joining my small workshop on Jan 28th.

effortlessacademic.carrd.co

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More from @Artifexx

Mar 14
What if there was a way to get AI to write like you, not like a robot?

Here's how to train AI to write in your (academic) style in just 3 simple steps πŸ‘‡ Image
πŸ” Step 1: Gather Representative Writing

Get a few pieces of text that contain good examples of how you write and combine them into AI readable text files using . Gobble.botImage
πŸ€– 2. Generate a Style Blueprint

Enter the following prompt into ChatGPT to create a detailed description of your writing style:

"I need you to create a style blueprint based on the text examples I am providing. Describe the style of writing in a few sentences, mention these attributes: Conciseness, Eloquence, Vividness, Assertiveness, word choice, jargon, sentence length, .

Here is the text example:

.

Compact this into a set of instructions for AI that can be used to replicate this writing style. Do not use lists, just a paragraph."Image
Read 6 tweets
Feb 25
Just tested SciSpace Deep Review AI.

It analyzed 1750 papers and wrote a 3,050-word lit review - in three minutes.

Don't miss this milestone:
πŸ‘‡ Image
While the output isn’t ready for direct publication, the level of detail is remarkable.

AI-assisted tools like @scispace_ are changing how researchers conduct literature reviews

It gets faster, easier and more structured. Image
Start by visiting and typing in a preliminary research question, just as you would for a literature search.

Select "Deep Review" under the search box. typeset.io/searchImage
Read 8 tweets
Feb 19
I just built a "Research Oracle", an AI that speeds up my research.

Here is how you can build yours:
πŸ‘‡ Image
A "Research Oracle" is an AI that contains a lot of knowledge about your research. Once you built it use it to:

βœ… Find citations
βœ… Polish writing & logical flow in your manuscripts
βœ… Help with lit reviews
βœ… Suggest new ideas for your research
βœ… Check for errors Image
ChatGPT has a new feature called "Projects".

It bundles chats + files + custom instructions.

Create one and give it a few papers as a knowledge base. Image
Read 7 tweets
Feb 10
I tried 50+ academic GPTs.

Most are just amateur projects.

Here are the top 18 that will actually boost your productivity: Image
If you have never used CustomGPTs:
β†’ Go to ChatGPT
β†’ Click "Explore GPTs
β†’ Search for the GPTs mentioned above
β†’ Start a conversation Image
Leveraging AI for your academic writing will make you super productive.

I will explain how in the upcoming webinar:

Read 4 tweets
Feb 8
Struggling to write research papers?

I found a game-changing method using AI:
(prompt in the thread)
πŸ‘‡ Image
Here is an example of what core sentence s look like.

Each sentence will be expanded into a full paragraph using AI. Image
Here is the simple prompt I am using:

I am writing an introduction paragraph on:
""" """

The paragraph needs to convey the following message: """ """

Here are my notes that I want you to incorporate:
""" """
Read 4 tweets
Jan 13
Using the right plugins in your browser can save you hours in academic research.

Here are the top 9 you need to know:
(links and tutorials in thread)
πŸ‘‡ Image
1. @scispace_

An AI reading assistant that explains technical concepts and sections in research papers. It helps tackle dense academic language, saving time and effort. Image
2. @scholarcy

This tool generates concise summaries of research papers and articles using AI. Ideal for quickly grasping the essence of lengthy material. Image
Read 8 tweets

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