Proposal: Use scientific papers for data.

Open juanjfndz opened this issue 2 years ago • 0 comments

Proposal: What about using open access publications from arXiv to generate a conversational AI system that can provide answers to questions related to scientific papers. As arXiv encourages choosing a liberal license for re-use of the papers (https://info.arxiv.org/help/license/index.html), I think it would be a valuable resource.

Implementation: We can use a question-and-answer format that can extract information from the scientific papers. We could think like a scientific person who needs to write a paper (this is also value for essay data). Here is an example of how the conversational AI system can be used:

Abstract generation: Question: Could you write an abstract for this title

? Answer: Certainly! Here's an example of a possible abstract: <abstract rel="nofollow" target="_blank"> <p>Title suggestion: Question: What could be a great title for this abstract: <abstract rel="nofollow" target="_blank">? Answer: Here's a possible title for your abstract: <title>

Section content suggestion: Question: I am writing a paper about this

. I have talked about these previous sections <previous-sections> and now I have to write about this <section>. Could you give me an example? Answer: Certainly! Here's an example of what you can write for your section: <content of the section> <p>And more: Summary generation, Orthography correction (with a manipulation of the text), Citation recommendation...</p> </content></section></previous-sections>

Mar 02 '23 08:03 juanjfndz