







Join the discussion on this paper page
Connected Papers | Find and explore academic papers
A unique, visual tool to help researchers and applied scientists find and explore papers relevant to their field of work.

Connected Papers | Find and explore academic papers
A unique, visual tool to help researchers and applied scientists find and explore papers relevant to their field of work.

The new way we’ll do science
Papers should become human-readable views over a graph of data, tools, results, and certificates.

atproto-aware concept search engine
a mockup of a webpage search engine that only indexes webpages that are referenced in atproto records. Surfaces related links based on social and community context.
Yuchen Jin on Twitter / X
Karpathy’s “LLM Wiki” pattern: stop using LLMs as search engines over your docs. Use them as tireless knowledge engineers who compile, cross-reference, and maintain a living wiki. Humans curate and think.Diagram generated by my Claude agent knowledge worker. https://t.co/5u5i1GeFK8 pic.twitter.com/NIaq3KlAok— Yuchen Jin (@Yuchenj_UW) April 4, 2026

Crossref: The sustainable source of community-owned scholarly metadata
This paper describes the scholarly metadata collected and made available by Crossref, as well as its importance in the scholarly research ecosystem. Containing over 106 million records and expanding at an average rate of 11% a year, Crossref’s metadata has become one of the major sources of scholarly data for publishers, authors, librarians, funders, and researchers. The metadata set consists of 13 content types, including not only traditional types, such as journals and conference papers, but also data sets, reports, preprints, peer reviews, and grants. The metadata is not limited to basic publication metadata, but can also include abstracts and links to full text, funding and license information, citation links, and the information about corrections, updates, retractions, etc. This scale and breadth make Crossref a valuable source for research in scientometrics, including measuring the growth and impact of science and understanding new trends in scholarly communications. The metadata is available through a number of APIs, including REST API and OAI-PMH. In this paper, we describe the kind of metadata that Crossref provides and how it is collected and curated. We also look at Crossref’s role in the research ecosystem and trends in metadata curation over the years, including the evolution of its citation data provision. We summarize the research used in Crossref’s metadata and describe plans that will improve metadata quality and retrieval in the future.

Peer Knowledge Assisted Search Using Community Search Logs
Search engines have become an increasingly important educational tool. By just typing a few keywords into a search engine text-box, finding information has become an easy exercise. However, some people cannot use search engines effectively for
Semantic Scholar | AI-Powered Research Tool
Semantic Scholar uses groundbreaking AI and engineering to understand the semantics of scientific literature to help Scholars discover relevant research.

homepages.news — News Homepages documentation
An open-source archive that gathers, saves, shares and analyzes news homepages
Two billion citation links in Crossref help research travel further - Crossref
We’ve recently reached an important milestone for the research nexus: the works in our metadata corpus are now connected with over 2 billion citation links! This is a great opportunity to share a dedicated dataset and discuss why these are important for science.

Infoenon — Where Information Meets Phenomenon
Search publisher-controlled information, public knowledge, and the open social web.

Hyperlink Academy
It's a lightweight collaborative publishing tool for quick tiny docs that can grow into rich creative surfaces ✨🌱
Great survey of the "scholarly interface design" frontier that also highlights the emerging role of the atproto.science and modular research ecosystems - @chive.pub @paperstarsorg.bsky.social @cosmik.network @semble.so @margin.at @discoursegraphs.bsky.social @curvenote.com and many more!
leotrs
1/ Scholarly publishing spent thirty years arguing about access. It has barely started arguing about what readers do with the paper once they have it. That second argument is turning into a field, forming around how science gets read and judged. Here is the map as I see it: aris.pub/blog/scholarly-interface-desi…
Sifa — Portable professional identity on the open web

Lanyards - Researcher Profiles on AT Protocol
Ronen Tamari (@ronentk.me)
Mosh Lee (@mosh.bsky.social)