“AcaWiki enables you to easily post summaries and literature reviews of peer-reviewed research. Many summaries on AcaWiki come up high on Google results. Please read our posting guidelines before proceeding. If you want to find summaries or literature reviews of peer-reviewed research, you can either browse summaries or search.”

Plain?language summaries: An essential component to promote knowledge translation – Gudi – – International Journal of Clinical Practice – Wiley Online Library

Abstract:  In this era of evidence?based practice, scholarly work such as peer?reviewed scientific publications plays a vital role in policy and decision?making at an individual, organisation and country?level. Alongside being considered an essential means of communicating scholarly work, scientific publications also investigate the specific domains that lack well?established literature and thereby inform scientists and researchers to thrive for the betterment of the publics’ well?being. Thus, the main purpose of articulating the scientific, scholarly work should be to make it understandable and accessible to everyone, including the lay audience. However, oftentimes, researchers overlook the lay summaries while publishing the research findings.



Watching preprints evolve | Nature Reviews Immunology

“In February 2021, Nature Reviews Immunology launches the first of its monthly ‘Preprint Watch’ columns. Here, we explain the rationale for our coverage of preprints and the precautions we have taken to guard against their improper use….

There is no doubt that the COVID-19 pandemic, which necessitated the rapid dissemination of results, has fuelled some of this increase, with approximately one-quarter (463) of the 2020 ‘immunology’ preprints on bioRxiv containing the search term ‘COVID-19’ or ‘SARS-CoV-2’. It also seems clear from these numbers that even in non-pandemic times, preprints are here to stay. At Nature Reviews Immunology, we anticipate that the accelerated acceptance of the value of preprints that has occurred in 2020 will translate to long-term changes in their use, and we are well placed to respond to these changes….

[I]n April 2020 Nature Reviews Immunology began a collaboration with the Precision Immunology Institute at the Icahn School of Medicine, New York, USA (the Sinai Immunology Review Project; SIRP)2, to publish short ‘In Brief’ summaries (for example, ref.3) on a weekly basis of the most relevant, new COVID-19-related preprints (for example, ref.4), many of which have since been published in high-profile journals (for example, ref.5). We were mindful of the potential dangers of highlighting and publicizing non-peer-reviewed results, but we were reassured by the system that SIRP had established to scan, filter and review preprints, involving both early career researchers (ECRs) and faculty members. This curation of the preprint literature at a time when journals and editors were overwhelmed with submissions was an essential service to the community, and the training in peer review for ECRs who were shut out of the lab should pay future dividends. In June 2020, a second group from the University of Oxford, UK (the OxImmuno Literature Initiative), operating under a similar system, also began to contribute regular preprint summaries (for example, refs6,7)….

We share your concerns about media reporting of incomplete or misleading data that might damage public trust in science. For this reason, we are maintaining a cautious approach to preprints, covering only a few select papers picked by experts after careful review. …”


Machine-generated summaries of three articles are published for the first time as part of a Nature Index supplement | Corporate Affairs Homepage | Springer Nature

“Escalating computing power, expanding data sets, and algorithms of unprecedented sophistication have led to a massive increase in the number of journal and conference papers referring to AI in recent years. The Nature Index AI supplement, published today, draws on Nature Index data and the larger Dimensions* from Digital Science database to analyse this rapidly advancing and controversial topic. For the first time, the supplement also includes summaries of research articles created using AI, and it looks more broadly at how AI is being used in scholarly publishing. …”

Introducing TLDRs on Semantic Scholar | by Semantic Scholar | AI2 Blog | Nov, 2020 | Medium

“TLDRs (Too Long; Didn’t Read) are super-short summaries of the main objective and results of a scientific paper, generated using expert background knowledge and the latest GPT-3 style NLP techniques. This new feature is now available in beta for nearly 10 million computer science papers and counting in Semantic Scholar.

Staying up to date with scientific literature is a key part of any researchers’ workflow, and parsing a long list of papers from various sources by reading paper abstracts is time-consuming. The new TLDR feature in Semantic Scholar puts single-sentence, automatically-generated paper summaries right on the search results and author pages, allowing you to quickly locate the right papers and spend your time reading what matters to you….”

Plain Language Summary of Publication articles: helping disseminate published scientific articles to patients | Future Oncology

“Future Science Group (FSG) is keen to recognize and promote the vital role of patients in medical and scientific research, and as such, has introduced a new article type to its collection – the Plain Language Summary of Publication (PLSP). The present issue of Future Oncology features, as the first in this series, a standalone, peer-reviewed, open access PLSP article [6], which provides a visually enriched summary of a recently published research article [7]. PLSP articles are written to be read and understood by patients, patient advocates, their family members, friends and caregivers. The article will also enable other non-specialist clinicians, research scientists, decision-makers and a range of professionals in the health care community to gain an understanding of the research presented.

PLSP articles are written under the assumption that the audience has no background understanding of the study, medical terminology or clinical research in general. Each PLSP, however, will have a different style depending on the subject matter and a ‘personalized’ approach to writing each PLSP will be necessary in order to meet the educational requirements of the intended audience. For example, in the case of rare diseases, where patient readers are often well informed about the subject, a more ‘technically written’ PLSP may be considered. We recommend that all authors planning to write a PLSP first review the PLSP toolkit developed by Envision Pharma with support from PFMD, along with our own author guidelines [8]….”

Ten simple rules for innovative dissemination of research

“How we communicate research is changing because of new (especially digital) possibilities. This article sets out 10 easy steps researchers can take to disseminate their work in novel and engaging ways, and hence increase the impact of their research on science and society….”


Ten simple rules for innovative dissemination of research

“How we communicate research is changing because of new (especially digital) possibilities. This article sets out 10 easy steps researchers can take to disseminate their work in novel and engaging ways, and hence increase the impact of their research on science and society….”


New business models for the open research agenda | Research Information

“The rise of preprints and the move towards universal open access are potential threats to traditional business models in scholarly publishing, writes Phil Gooch

Publishers have started responding to the latter with transformative agreements[1], but if authors can simply upload their research to a preprint server for immediate dissemination, comment and review, why submit to a traditional journal at all? Some journals are addressing this by offering authors frictionless submission direct from the preprint server. This tackles two problems at once: easing authors’ frustrations with existing journal submission systems[2], and providing a more direct route from the raw preprint to the richly linked, multiformat version of record that readers demand and accessibility standards require….

Dissemination of early-stage research as mobile-unfriendly PDF is arguably a technological step backwards. If preprints are here to stay, the reading experience needs to be improved. A number of vendors have developed native XML or LaTeX authoring environments which enable dissemination in richer formats….”

Free dataset archive helps researchers quickly find a needle in a haystack

“Ahmed Eldawy, an assistant professor of computer science in the Marlan and Rosemary Bourns College of Engineering, and his group spent the last three years combing the internet for public spatio-temporal datasets, studying their attributes, and summarizing the results for each set on interactive maps that show the user exactly what they’re getting.

“People who work on data science need datasets but can spend a lot of time finding them,” Eldawy said. “I wanted to build an archive they can find easily.”

Called the UCR Spatio-temporal Active Repository, or UCR STAR, the archive is made available as a service to the research community to provide easy access to large spatio-temporal datasets through an interactive exploratory interface. Users can search and filter those datasets as if shopping for their research, except that everything is free….”

Scholarcy | Research Paper Summarizer – Chrome Web Store

“Summarizes research papers, creates interactive flashcards, highlights key points, links to open-access versions of each citation.

Scholarcy™ is the solution to that pile of papers on your virtual desk – research made easy!

This Extension gives you the key points of any research paper, report, or book chapter. It creates a referenced, paraphrased summary, and generates a background reading list for those new to a field.

Our unique Robo-Highlighter™ automatically highlights important contributions made by the paper. No more highlighting with a marker pen – our advanced AI does it for you.

Scholarcy also extracts figures, tables, and bibliographies, and locates open-access PDFs for each reference from Google Scholar, arXiv and elsewhere….”