Collective Knowledge

A browser extension designed to annotate web pages with related research findings, code, and digital artifacts.

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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

ResearchersData ScientistsStudentsResearch PractitionersSoftware Engineers

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

Frequently Asked Questions

Find answers to common questions about Collective Knowledge

What types of resources does this extension connect to?

It links to research papers, source code, reproducible results, scoreboards, workflows, and reusable artifacts across AI, machine learning, and emerging fields.

What sources does the extension use to gather information?

It indexes over one million URLs from platforms like Google Scholar, ArXiv, GitHub, PapersWithCode, Zenodo, ACM Digital Library, and other research repositories.

How can I contribute content to the extension?

You can add your own links and relevant information to web pages, and rate the importance of existing resources to improve relevance.

Is this extension compatible with all research websites?

Yes, it supports a wide range of research platforms, including academic repositories, code hosting sites, and data archives.

Do I need technical skills to use this extension effectively?

Basic browsing skills are sufficient. Installing the extension and clicking the icon provides easy access to related research resources.