Ilya Shabanov Profile picture
Mar 8, 2023 β€’ 13 tweets β€’ 18 min read β€’ Read on X
Upgrade your browser to an academic research tool.

8 Chrome plugins to help with your literature review.
πŸ‘‡
This tweet is part of a series on the "Effortless Literature Review" (ELR).

The ELR combines tools and best practies.

A central tool: Your browser.

Let's upgrade Chrome to a perfect research browser!

1. @scholarcy

Scholarcy turns dense abstracts into readable articles.

The key is to use it wisely!

First read the key 10% publications in your field as they are. No matter how long it takes.

β†’ Understand the subject matter.

Now use @scholarcy with the remaining 90%.
@scholarcy 2. @scite

Adds citation counts as 3 values: Supports (S), Contrasts (C), Mentions (M).

Directly in the search results!

Here's a paper about myrtle rust, a plant pathogen. I study it in New Zealand.

Scite found a supporting paper from Mexico!

Question: Is myrtle rust global?
@scholarcy @scite 3. ArxivGPT

This plugin integrates the power of ChatGPT into Arxiv.

Arxiv is a repository for preprints.

Often a paper will be available in a journal and as a preprint.

Search for "Arxiv + <Name of Paper>".

If you find it, here is what you can do:
@scholarcy @scite 4. @zotero, @paperpile, @citedrive

Choose your reference manager. All of them have browser plugins.

Zotero: Wins at features
Paperile: Wins at usability
Citedrive: Wins at simplicity

Save time adding papers into your library.
@scholarcy @scite @zotero @paperpile @citedrive Speaking of Zotero and plugins!

Zotero has numerous plugins to translate or auto tag PDFs.
It can integrate with todoist and @obsdmd.

If you're a Zotero user, check out this review:

@scholarcy @scite @zotero @paperpile @citedrive @obsdmd 5. Pubmed Impact Factor (IF)

The IF can be a measure of prestige for a journal (controversial!).
It's calculated on the basis of citations.

High-IF journals are often harder to publish in.

This plugin allows you to FILTER BY and DISPLAY the IF.

(Pubmed searches only)
@scholarcy @scite @zotero @paperpile @citedrive @obsdmd 6. Scholar H-Index

-For index nerds: Calculate different indices (like the IF in 5.) for sets of papers or authors.

- Correct citation counts. (Google counts are always too high).

- Author clusters - Identify who publishes together.
@scholarcy @scite @zotero @paperpile @citedrive @obsdmd 7. @ReadwiseReader

One of my favourite plugins.

Save anything on the web and import it into @obsdmd to take notes.

- Transcribes videos.
- Text-to-speech for anything.

I am using it daily.

@scholarcy @scite @zotero @paperpile @citedrive @obsdmd @ReadwiseReader 8. @unpaywall

As the name suggests: Unlocks access to PDFs, that others pay for.

As opposed to (you know what), this one is LEGAL.

(Sometimes clicking on the plugin is also just faster than logging in through your institution.)
@scholarcy @scite @zotero @paperpile @citedrive @obsdmd @ReadwiseReader @unpaywall Trouble fining the right tools for your literature review?

March 18th I am giving a workshop on the "effortless literature workflow".

Click the link in my profile or see pinned tweet for details!

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More from @Artifexx

Apr 10
This is what my paper looks like.

It shows every result & decision of 3+ months.

Let me walk you through it:
πŸ‘‡ Image
The blue boxes are questions.

The green boxes are data sources.

Certain data can answer certain questions.Image
I use the data to answer questions.

The result can be a plot, for example.

The arrow labels are very short answers. Image
Read 7 tweets
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

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