Visit these sites for lists of AI tools:
Ortiz, S. (2023, August 23). The best AI image generators of 2023: DALL-E 2 and alternatives. ZDNET.
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The following tools were developed to assist with research tasks:
CitationChaser performs backwards and forwards citation analysis to an inputted article.
Consensus is a search engine that uses AI to extract and distill findings from peer-reviewed sources. Subject matter coverage ranges from medical research and physics to social sciences and economics. It utilizes the Semantic Scholar dataset.
This tool helps automate research workflows, like creating literature reviews, brainstorming, summarization, and text classification. Elicit utilizes the Semantic Scholar dataset.
Polyglot Search Translator will translate a provided search phrase designed for PubMed into appropriate syntax for various academic databases. Note: It cannot look up equivalent subject headings for various databases, outputs must be verified.
PubReMiner is a tool provided by PubMed that conducts text mining and subject heading searches based on a set of relevant PMIDs (PubMed unique identifiers). It can also help identify top authors in a field.
This will provide a seed article that allows you to retrieve recommended papers, visualize networks of papers and authors, and get alerts about additional relevant research. It integrates with Zotero and allows for collaborative research sharing.
A project at the Allen Institute for AI, it indexes over 200 million academic papers sourced from publisher partnerships, data providers, and web crawls.
Enter up to 20 PubMed unique identifiers (PMIDs) of records that are relevant to your topic and then visualize, in a tabular format, what MeSH terms were assigned to the records. Allows you to visually analyze any patterns of assigned MeSH terms, e.g., more frequently used MeSH terms.
Since there are so many generative AI tools these days, it can be difficult to decide which one to use for a particular task.
A helpful way to think about this is to look at whether the tool is grounded in a source of facts.
Not grounded - these models rely only on their training data
Grounded - these models can also use web search results or other types of search results (see below)
Task | Use any of these free tools |
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All of these tools also have paid versions that are more capable. |
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For any of these tasks... | Use any of these free tools |
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These summarize results from web search and link to the sources.
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Start with library databases and Google Scholar. Then try these additional tools. These are not 100% free, as most have usage limits. |