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

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 👇 Image
🔍 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
🤖 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:
👇 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:
👇 Image
A "Research Oracle" is an AI that contains a lot of knowledge about your research. Once you built it use it to:

✅ Find citations
✅ Polish writing & logical flow in your manuscripts
✅ Help with lit reviews
✅ Suggest new ideas for your research
✅ 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:
→ Go to ChatGPT
→ Click "Explore GPTs
→ Search for the GPTs mentioned above
→ 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)
👇 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)
👇 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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