Need Research Assistance, Skip the Special Librarian. Go to Elicit
July 17, 2023
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Note: This essay is the work of a real and still-alive dinobaby. No smart software involved, just a dumb humanoid.
Academic databases are the bedrock of research. Unfortunately most of them are hidden behind paywalls. If researchers get past the paywalls, they encounter other problems with accurate results and access to texts. Databases have improved over the years but AI algorithms make things better. Elicit is a new database marketed as a digital assistant with less intelligence than Alexa, Siri, and Google but can comprehend simple questions.
“This is indeed the research library. The shelves are filled with books. You know what a book is, don’t you? Also, will find that this research library is not used too much any more. Professors just make up data. Students pay others to do their work. If you wish, I will show you how to use the card catalog. Our online public access terminal and library automation system does not work. The university’s IT department is busy moonlighting for a professor who is a consultant to a social media company,” says the senior research librarian.
What exactly is Elicit?
“Elicit is a research assistant using language models like GPT-3 to automate parts of researchers’ workflows. Currently, the main workflow in Elicit is Literature Review. If you ask a question, Elicit will show relevant papers and summaries of key information about those papers in an easy-to-use table.”
Researchers use Elicit to guide their research and discover papers to cite. Researcher feedback stated they use Elicit to answer their questions, find paper leads, and get better exam scores.
Elicit proves its intuitiveness with its AI-powered research tools. Search results contain papers that do not match the keywords but semantically match the query meaning. Keyword matching also allows researchers to narrow or expand specific queries with filters. The summarization tool creates a custom summary based on the research query and simplifies complex abstracts. The citation graph semantically searches citations and returns more relevant papers. Results can be organized and more information added without creating new queries.
Elicit does have limitations such as the inability to evaluate information quality. Also Elicit is still a new tool so mistakes will be made along the development process. Elicit does warn users about mistakes and advises to use tried and true, old-fashioned research methods of evaluation.
Whitney Grace, July 16 , 2023
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