Many hours in academia go toward scouring, reading, comparing, and collating information on research papers relevant to our
questions. Students and professionals often find it an arduous process as a result of wading through vast quantities of academic papers before identifying relevant ones. Elicit AI utilizes Artificial Intelligence to simplify and expedite Literature Reviews, Evidence Synthesis, and Research Discovery to alleviate this burden.
questions. Students and professionals often find it an arduous process as a result of wading through vast quantities of academic papers before identifying relevant ones. Elicit AI utilizes Artificial Intelligence to simplify and expedite Literature Reviews, Evidence Synthesis, and Research Discovery to alleviate this burden. Rather than functioning as a generalized conversational tool like your everyday AI chatbot, Elicit was built to concentrate on scientific and academic research.
This broad coverage allows users to explore research in areas such as:
- Medicine and healthcare
- Psychology
- Education
- Computer science
- Environmental science
- Business and economics
- Social science
It guides users to find studies and materials; comprehension of scientific articles; the compilation of essential details, and the structuring of data into comprehensive formats – it proves exceptionally beneficial to students, academic professionals, researchers, academicians, educators and consultants who must navigate the scientific domain. ## 1. Semantic Search The Semantic Search, arguably Elicit’s single most valuable feature, offers much-enhanced discoverability. Most academic search engines rely almost exclusively on precise keyword matches; if your terminology is different than that used by the author, it’s entirely possible you’ll miss significant studies.
Elicit AI provides context-based searching within 138M academic papers – even the most significant information is delivered without perfect keyword congruence.
If your inquiry involves complex semantics such as, “What impact does sleep have on academic outcomes?”, you can expect responses that span sleep duration, academic performance, learning outcomes, and memory, for instance, in cases where exact word matches failed. The Semantic Search has great utility as it’s more dynamic as well as, useful to retrieve applicable research if a subject is relatively novel to you.
Search Over 138 Million academic papers at once! Searching via Elicit gives you access to a wide array of scientific papers – in fact, it spans in excess of 138 million academic papers and has the clinical trial support of hundreds of thousands. ([Elicit][2]) Covering all academic subjects, it can make research in any field such as: Medicine & healthcare, psychology, education Computer science & AI Environment, business and finance Sociology, and etc…
It can make a Researcher experience much more straightforward than jumping across various search engines to discover what it needed.
Automated Summarization and Extraction Whether it is a long systematic review or a general research article, the information from the document you are examining can be summarized, focusing on what matters in terms of your research. In lieu of solely delivering an abstract, Elicit “distills down” the salient essence of each study into plain-English summaries indicating whether the research document meets its users’ search criteria. Such AIsummaries are advantageous as they significantly decrease search and screening time; as this means less human reading is requisite for initial review and selection purposes.
Create Comparison Tables and Extract Specific Information A most potent feature is Elicit’s capacity to build tables that demonstrate the comparisons of information within papers and this shows: study type, publication details, methodology and participants to much effect! In this manner it’s possible to make a more systematic and, direct comparison between several scientific articles without having to meticulously comb through each research article independently. Users can also create their unique comparison categories and have Elicit populate that data and extract other essential data points from studies as selected.
For example a student conducting a review on ‘The Effects Of online learning On Students’: the AI might create columns based on the parameters of; participant samples (age & number), learning modalities, methodologies and primary results reported.. ## 5. Get a Research Report AI-powered search that culminates into the assembly of a report to represent the content of multiple selected literature works, the Elicit Research Report acts as an organized summary of the existing evidence concerning the user’s research question.
These reports can be tailored according to the inclusion of sources and other information points as users specify.
They may be particularly valuable in the exploration of newly emerging topics, preparation of scholarly research proposals, compilation of literature reviews or identification of essential thematic components in documented evidence. It’s important to note that these are not substitutes for proper academic work, and a human researcher must take care to independently review and verify all information presented. ## 6. Support for Systematic Literature Reviews Due to its feature-set, Elicit AI assists researchers in performing systematic reviews, one of the more rigorous processes in academic and scientific work.
The platform can assist throughout: Search, Screening, Extract, and Report – all without excessive human intervention or manipulation.
Elicit’s’ evidence-supporting capabilities even demonstrate why certain studies have been recommended to the researcher. ([Elicit][3]) this is something incredibly helpful to professionals who operate within the spheres of healthcare, behavioral psychology, education or social sciences, the fields in which SR’s are commonly used.
Filter By Study Type and Other Parameters Choosing whether or not a study aligns to a criteria can take considerable time. Elicit makes it efficient to distinguish the useful ones based on criteria: select to study randomized controlled trials, systematic reviews or meta-analyses amongst others in order to make sure that only those which align with particular academic research needs are pulled from the search criteria and highlighted.
Store Search Results in Personal Library To streamline and to create a comprehensive inventory for an upcoming literature, Elicit enables the storage of retrieved search results into an online research library.
This feature enables a researcher to return to an array of promising results without the need for a repetition in the search procedure when further research into an ongoing project ( dissertation, academic paper, research report, SR etc.)) commences. ([Elicit][3]) ## 9. Research Alert Features As scientific literature progresses so too do discoveries. By utilizing Elicit’s Research alert feature researchers don’t fall behind new and evolving relevant materials being put forth.
Receive notifications as the latest research literature of your interest begins to filter onto the platform (ideal when monitoring a topic over weeks/months or years without repeating repetitive search queries).
([Elicit][3]) ## 10. Export Functions And Citation Reference Capabilities Elicit also includes numerous export features that enable data to be downloaded into CSV formats, and bibliographic data compatible with popular citation managers and other research-centric applications like Microsoft Word, the output being that which a Researcher requires in other research-ready application and programmes for example reference preparation and formatting. ([Elicit Help Center][1]) Benefits of Elicit AI This tool does a number of things: * Speeds up the process of researching through a large range of papers.
Makes researching on a topic you’re completely unfamiliar with feel do-able. Makes information easy to read and compares findings neatly into tables Works well as a supplement to systematic reviews and evidence-synthesising… …reducing time on monotonous and laborious tasks * Expands what one’s read without expanding time constraints Limitations of Elicit AI “This AI, while an invaluable resource, is not by any stretch capable of replacing the indispensable work that human researchers perform,” wrote some of Elicit AI’s’ founders in response to critics. “While the AI search will never miss crucial search parameters or human input or bias, nor can it determine correlation, causality or nuanced connections…[e]ssential care should be exercised by researchers to investigate original materials carefully.”
To be clear, it’s important to treat AI-powered responses critically.
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