{"url":"/dataset/conceptnet","name":"ConceptNet","full_name":null,"description_markdown":"ConceptNet is a knowledge graph that connects words and phrases of natural language with labeled edges. Its knowledge is collected from many sources that include expert-created resources, crowd-sourcing, and games with a purpose. It is designed to represent the general knowledge involved in understanding language, improving natural language applications by allowing the application to better understand the meanings behind the words people use. \r\n\r\nSource: [ConceptNet 5.5: An Open Multilingual Graph of General Knowledge](https://arxiv.org/pdf/1612.03975v2.pdf)\r\nImage Source: [Speer et al](https://arxiv.org/pdf/1612.03975v2.pdf)","description_withheld":null,"homepage":"https://github.com/commonsense/conceptnet5","introduced_date":"2018-12-11","introduced_date_note":null,"introduced_by":{"paper":"/paper/conceptnet-55-an-open-multilingual-graph-of","title":"ConceptNet 5.5: An Open Multilingual Graph of General Knowledge","first_author":"Robyn Speer","url":null},"license":{"name":"CC BY-SA 4.0","url":"https://github.com/commonsense/conceptnet5/blob/master/LICENSE.txt"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"16k","url":"/task/16k","datasets_with_task":"/datasets/task/16k"},{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"},{"name":"Knowledge Graphs","url":"/task/knowledge-graphs","datasets_with_task":"/datasets/task/knowledge-graphs"},{"name":"Word Embeddings","url":"/task/word-embeddings","datasets_with_task":"/datasets/task/word-embeddings"}],"languages":[],"variants":["ConceptNet"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/conceptnet5/conceptnet5","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/conceptnet5","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/commonsense/conceptnet5","url":"https://github.com/commonsense/conceptnet5","frameworks":[]}],"num_papers_in_archive":852,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/16k-on-conceptnet","task":"16k","dataset_variant":"ConceptNet","rows":1,"metrics":["1'\""],"first_row_in_archive_order":{"model":"Suprime2","paper":"/paper/10-years-of-the-pcg-workshop-past-and-future","metrics":{"1'\"":"1"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/10-years-of-the-pcg-workshop-past-and-future","title":"10 Years of the PCG workshop: Past and Future Trends","date":"2021-03-21","rows_on_this_dataset":1,"code_links":0,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}