{"url":"/dataset/atomic","name":"ATOMIC","full_name":null,"description_markdown":"**ATOMIC** is an atlas of everyday commonsense reasoning, organized through 877k textual descriptions of inferential knowledge. Compared to existing resources that center around taxonomic knowledge, ATOMIC focuses on inferential knowledge organized as typed if-then relations with variables (e.g., \"if X pays Y a compliment, then Y will likely return the compliment\").\r\n\r\nSource: [ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning](/paper/atomic-an-atlas-of-machine-commonsense-for-if)\r\nImage Source: [https://homes.cs.washington.edu/~msap/atomic/](https://homes.cs.washington.edu/~msap/atomic/)","description_withheld":null,"homepage":"https://homes.cs.washington.edu/~msap/atomic/","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/atomic-an-atlas-of-machine-commonsense-for-if","title":"ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning","first_author":"Maarten Sap","url":null},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Question Answering","url":"/task/question-answering","datasets_with_task":"/datasets/task/question-answering"},{"name":"Language Modelling","url":"/task/language-modelling","datasets_with_task":"/datasets/task/language-modelling"},{"name":"Knowledge Graphs","url":"/task/knowledge-graphs","datasets_with_task":"/datasets/task/knowledge-graphs"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["ATOMIC"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/allenai/atomic","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/asoria/copy_atomic","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/atomic","frameworks":["tf","pytorch","jax"]}],"num_papers_in_archive":170,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"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."}