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Collective Knowledge

★3.2
💬35
💲Free

Collective Knowledge is a browser extension that enhances web browsing by allowing users to annotate and access relevant research resources. It helps researchers quickly find and verify information from academic and technical websites, improving the reproducibility and adoption of new techniques.

💻
Platform
ext
AIAnnotationArtifactsBrowser extensionCodeMLPapers

What is Collective Knowledge?

Collective Knowledge is a browser extension that allows users to annotate web pages with related research papers, code, reproducible results, scoreboards, portable workflows, and reusable artifacts. It is designed for researchers and practitioners who want to find, test, reproduce, and adopt novel techniques presented on web pages. The tool helps users add their own links and rank the relevance of existing ones, making it easier to access and verify information from various research websites.

Core Technologies

  • Browser Extension
  • Search Engine
  • Research Annotation

Key Capabilities

  • Annotates web pages with related research papers, code, and artifacts.
  • Allows users to add their own links and rank existing ones.
  • Indexes 1M+ URLs and objects from various research websites.
  • Provides a search engine at https://cKnowledge.io.

Use Cases

  • Finding related code and artifacts for a research paper.
  • Reproducing results presented on a web page.
  • Adopting novel techniques from research papers.
  • Adding relevant information to a web page for others to discover.

Core Benefits

  • Helps researchers and practitioners find related resources quickly.
  • Facilitates reproducibility and adoption of research.
  • Allows users to contribute and improve the relevance of information.
  • Supports a wide range of research websites and platforms.

Key Features

  • Annotates web pages with related research papers, code, and artifacts.
  • Allows users to add their own links and rank existing ones.
  • Indexes 1M+ URLs and objects from various research websites.
  • Provides a search engine at https://cKnowledge.io.

How to Use

  1. 1
    Install the extension in your browser.
  2. 2
    Navigate to a web page (e.g., ArXiv paper or GitHub repository).
  3. 3
    Click the blue neuron icon to see related code, artifacts, and results.

Frequently Asked Questions

Q.What kind of resources does this extension link to?

A.The extension links to research papers, code, reproducible results, scoreboards, portable workflows, and reusable artifacts for AI, ML, Systems, and other emerging technologies.

Q.Where does the extension get its information from?

A.The extension indexes 1M+ URLs and objects from Google Scholar, ArXiv, GitHub, GitLab, PapersWithCode, Zenodo, ACM DL, and other research websites.

Q.How can I contribute to the extension?

A.You can add your own links with relevant information for a given web page and rank the relevance of existing ones.

Pros & Cons (Reserved)

✓ Pros

  • Helps researchers and practitioners find related resources quickly.
  • Facilitates reproducibility and adoption of research.
  • Allows users to contribute and improve the relevance of information.
  • Supports a wide range of research websites and platforms.

✗ Cons

  • Requires installation of a browser extension.
  • Relevance of annotations may vary depending on the quality of indexing and user contributions.
  • Limited information on pricing.

Alternatives

No alternatives found.