Ilya Shabanov Profile picture
Jan 8, 2023 12 tweets 19 min read Read on X
This is what AI can do today, #ScienceTwitter:

⏵ Discover new literature
⏵ Understand and summarise, even math
⏵ Write your papers

The game is changing – fast.

Here's my list of the 9 essential AI tools in research:
(With prices and use-cases)
👇
🧭 | @LitmapsApp

Discover similar papers from one ore more publications.
Will often display fewer (more relevant?) papers, compared to other apps.
Intuitively guides through the discovery process.

✔︎ Effortless Literature Discovery
💲Free for small maps, then 10$/mo
@LitmapsApp 🧭 | @RsrchRabbit

Upload your research library and ask to find similar papers.
Very thorough and fast but results in huge amounts of results.
The software takes some time to get used to.

✔︎ Thorough literature review
💲Free
@LitmapsApp @RsrchRabbit 🧭 | @ConnectedPapers

Select a paper and display similar ones in a graph.
Close papers in the graph are similar. (Closeness is based on co-citation and similar bibliographies).

✔︎ Initial discovery of literature
💲Free for graphs built from 1 paper, 3$/mo
@LitmapsApp @RsrchRabbit @ConnectedPapers 🤓 | @paper_digest

Upload your paper and get a 3-min overview consisting of:

- Summary
- What I can learn
- Discussion

✔︎ Quickly get the idea of what a paper is about
💲Free
@LitmapsApp @RsrchRabbit @ConnectedPapers @paper_digest 🤓 | @scispace_

Upload a PDF.
Highlight passages and let an AI summarise them.
Use natural language to ask detailed questions about the content.

✔︎ Understand details of complicated papers (even math)
💲Free (with caps on usage), 8$/mo
@LitmapsApp @RsrchRabbit @ConnectedPapers @paper_digest @scispace_ 🤓 | @ConsensusNLP

Type in a question about a topic (in natural language).
An AI will find snippets from research papers related to your query.
Learn about controversial opinions and their sources.

✔︎ Gather papers for debated questions
💲Free
@LitmapsApp @RsrchRabbit @ConnectedPapers @paper_digest @scispace_ @ConsensusNLP ✍️ | @openai

Give the AI some context (your notes), describe the text you want to have e.g. "100 words" and ask it to write.

The results will blow your mind.
But: Double check facts.

✔︎ First drafts, shortening and paraphrasing, non-native speakers.
💲Free
@LitmapsApp @RsrchRabbit @ConnectedPapers @paper_digest @scispace_ @ConsensusNLP @OpenAI ✍️ | @Writefullapp

Uses AI to paraphrase and write parts of your research paper.
Integrates with MS Word & Overleaf.
Feels like a writing companion.

✔︎ Polishing manuscripts
💲free for a limited number of uses, 6-16$ monthly
@LitmapsApp @RsrchRabbit @ConnectedPapers @paper_digest @scispace_ @ConsensusNLP @OpenAI @Writefullapp ✍️ | @penelopedotai

Upload a manuscript to quickly check if it fulfils journal requirements.
Automatically checks for common mistakes and generates a report.

✔ ︎Pre submission check of your manuscript
💲high setup costs + 1-2$ per check
@LitmapsApp @RsrchRabbit @ConnectedPapers @paper_digest @scispace_ @ConsensusNLP @OpenAI @Writefullapp @penelopedotai All the tools:

⏵ Literature discovery: @RsrchRabbit, @LitmapsApp, @ConnectedPapers

⏵ Understanding: @paper_digest, @scispace_, @ConsensusNLP

⏵ Writing: @Writefullapp, @OpenAI, @penelopedotai

Give a ♥ ︎in the thread to the tools, you'd like to see a tutorial on!
@LitmapsApp @RsrchRabbit @ConnectedPapers @paper_digest @scispace_ @ConsensusNLP @OpenAI @Writefullapp @penelopedotai Doesn't it feel like "the future" to see all these new tools?

Use AI to eliminate tedium and make time for exciting research.

Stay on top of these developments by following @Artifexx!

Subscribe to my 📩 newsletter (link in profile) to go deep & integrate these technologies.

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More from @Artifexx

Jun 19, 2024
Almost done with the slides for this upcoming webinar.

It will be aimed at note-taking and synthesis.

Here is a sneak peak:
👇 Image
Note Taking

Most people take notes in the order they learn about the content.

This is wrong.

Conceptual notes are much more powerful.

Because you don't repeat yourself and use links instead.Image
Academic Note-taking

For academia, special rules apply.

You must protect yourself from plagiarism and always know where you learned what.

This is why you must use a source note template.Image
Image
Read 8 tweets
Jun 18, 2024
Everybody uses Google Docs.

But most don't install any of the 100+ extensions.

Unlock hidden features and save time with these 4 must-use extensions: 👇
(I use them for scientific papers)
What are extensions?

Extensions add functionality that Google Docs does not have.

Each extension adds a sidebar where it can be configured and activated.

Google does not develop these extensions but they gain access to your content.

Be aware of privacy issues.
1. Cross Reference

Allows you to generate numbers for figures automatically.

If you rearrange the figures, just click a button and all names and mentions are updated.

Works equally well for tables or equations.

Irreplaceable for academic work.
Read 8 tweets
Jun 12, 2024
I thought I would spend days on this lit review.

It took me just 10 minutes (no joke)!

Here is how and what tool I used:
👇Image
My Topic:

I am figuring out how forests react to climate change in New Zealand.

The big question: Who has done it before?
(A vast literature review question that can take hours)

Googling it, I found only a single paper: [Wardle 1992]
Really!?Image
To check if there is really only one paper, I searched for this paper [Wardle 1992] on @LitmapsApp ... Image
Read 11 tweets
Jun 10, 2024
Struggling with the discussion section?

Here is an unconventional strategy:

1. Lay out findings from papers on a canvas
2. Link each one to the PDF
3. Group by Topic
4. Summarize what you see as text
5. Flesh out and polish

Let's look at the details:
👇
For this, I am using the @obsdmd Canvas feature. If you are unfamiliar, check out this thread:

1. Lay out the findings of others

Copy quotes from related papers and link to the paper.

(yellow links lead to PDFs, blue links to my note on the paper)

Link them together, here for example are two estimates of a number that are quite far apart - discussion material!Image
Read 10 tweets
Jun 7, 2024
Lost in your research?

Create a research map - it's easy.

Here's how to start and find that research gap:
👇Image
1. Use @drawio

A free tool for building research maps.

Drag boxes from the left sidebar.

Customize it with the buttons on the right sidebar.
2. Define what each box means

Each box is an actor that can interact/be connected to others.

Here are some ideas for functional ecologists:Image
Read 10 tweets
Jun 3, 2024
Every academic wants to find meaningful research gaps.

❌ Old way: Read 1000s of papers
✅ New way: A step-by-step, visual strategy

Here's my workflow using Obsidian, Litmaps, Consensus and DrawIO:
(and a webinar on how to do this!)
👇 Image
1. Start with finding research questions

Sometimes there are papers dedicated to identifying them.
This will make your literature review process ENJOYABLE, as you won't follow ideas that are irrelevant (but inspire you personally).

Here are two examples:
Image
Image
2. Next find key papers on this topic.

One of the fastest and easiest ways to get started, is to use @ConsensusNLP GPT.

Find it in the GPT store or just use their website.

Here I just copy and pasted question 8 from the previous image.

The first hit seems reasonable! Image
Read 13 tweets

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