Collective Knowledge
A browser extension designed to annotate web pages with related research findings, code, and digital artifacts.
About Collective Knowledge
This browser extension enables users to annotate web pages with related academic papers, source code, reproducible results, scoreboards, portable workflows, and reusable artifacts across AI, machine learning, systems, and emerging technologies. It aims to help researchers and practitioners discover, test, reproduce, and implement innovative techniques showcased online. Users can also add their own links and evaluate the relevance of existing resources for comprehensive research integration.
How to Use
Install the extension, visit a research web page such as an arXiv paper or GitHub repository, then click the blue neuron icon to access related code, artifacts, and results seamlessly.
Features
- Enables annotation of web pages with related research papers, code, and digital artifacts.
- Allows users to add custom links and prioritize existing resources.
- Indexes over one million URLs from diverse research platforms.
- Includes a dedicated search engine at https://cKnowledge.io for quick resource discovery.
Use Cases
- Adding relevant research links to web pages for broader discovery
- Finding associated code and artifacts for academic papers
- Implementing new techniques from research articles
- Reproducing data and results displayed on web pages
Best For
Pros
- Empowers users to contribute, enhancing resource relevance and accuracy
- Streamlines access to related research resources for quick discovery
- Supports reproducibility and practical adoption of research findings
- Compatible with numerous research platforms and websites
Cons
- Annotation quality depends on user contributions and indexing accuracy
- Pricing details are not specified
- Requires browser extension installation for full functionality