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Friday, April 14, 2023

Find Research Papers with Ease using PaperBrain's Natural Language Technology

Introduction https://www.paperbrain.study

Search research papers and ask papers questions with natural language.

Features and Functionality

Minimal interface and forgiving natural language search, which is suitable for noobies.

Benefits and Potential Use Cases

Instead of reading the abstract, figuring out if it relates to what you are looking for, then looking through the paper, you just ask if the article is related to what you are looking for.

Drawbacks and Limitations

They run out of OpenAI credits, so you cannot depend on them at the time of writing.

Conclusion and Recommendations

  • Great when it works
  • Could shorten literature reviews
  • Great for deep dives
  • Worth bookmarking and checking in on

Keep Up to Date With Natural Language Searches on arXiv - arXiv-Feed

Introduction: https://arxiv-feed.vercel.app/published

  • One-liner TLDRs for every paper
  • Semantic search for papers
  • Find similar papers

Features and Functionality

  • Simple to use
  • Button for PDF
  • Button for similar research
  • Clear summary snippets
  • Forgiving search
  • Minimalist interface
  • Fast

Benefits and Potential Use Cases

Helpful to keep up to date as it is friendly with natural language.

https://arxiv-feed.vercel.app/search?q=hashtags

https://arxiv-feed.vercel.app/search?q=library%20science

Drawbacks and Limitations

Limited to Arvix

Load time may vary 

Conclusion and Recommendations

Worth bookmarking for Reference

AI tools for librarian: Natural Language Processing for Simple Questions | Humana

Introduction https://www.humata.ai

Upload a PDF and start asking natural language questions.

Features and Functionality

  • No frills minimalist interface.
  • Knowledge is kept to what is contained in the document.
  • Keep questions worded in the fashion of the document.
  • Uses Natural Language Processing, so it is very forgiving in terms of your intent.

Benefits and Potential Use Cases

  • Saves time when you need to know something simple buried in the text.
  • You can use it on contracts, policies, instructions, and similar texts for asking natural language questions which are good if someone has a question about such documents.
  • Mixed results with asking questions about data in tables, but worth trying.

Drawbacks and Limitations

The data policy is complex.
https://www.humana.com/legal/internet-privacy

I would not use it with any information that could be traced back to a person.
  • Free Tier
    • Max document size 60 pages
    • Process up to 60 pages for free

Conclusion and Recommendations

Worth it to make an account and bookmark.

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