Published January 10, 2024 | Version v2
Dataset Open

Linked Papers With Code: The Latest in Machine Learning as an RDF Knowledge Graph

  • 1. ROR icon Karlsruhe Institute of Technology

Description

Linked Papers With Code (LPWC) is an RDF knowledge graph that comprehensively models the research field of machine learning. It contains information about almost 400,000 machine learning publications, including the tasks addressed, the datasets utilized, the methods implemented, and the evaluations conducted, along with their results. The data set is based on Papers With Code and licensed under the CC BY-SA 4.0 license. Furthermore, we provide knowledge graph embeddings for entities and relations represented in LPWC.

More information can be found at https://linkedpaperswithcode.com/ and in the ISWC'23 publication "Linked Papers With Code: The Latest in Machine Learning as an RDF Knowledge Graph".

Files

Files (3.5 GB)

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md5:9323ca49f35a2c63926c3156a1b9a758
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