{"url":"/dataset/cuad","name":"CUAD","full_name":"Contract Understanding Atticus Dataset","description_markdown":"**Contract Understanding Atticus Dataset** (**CUAD**) is a dataset for legal contract review. CUAD was created with dozens of legal experts from The Atticus Project\r\nand consists of over 13,000 annotations. The task is to highlight salient portions of a contract that are important for a human to review.","description_withheld":null,"homepage":"https://github.com/TheAtticusProject/cuad/","introduced_date":"2021-03-10","introduced_date_note":null,"introduced_by":{"paper":"/paper/cuad-an-expert-annotated-nlp-dataset-for","title":"CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review","first_author":"Dan Hendrycks","url":null},"license":null,"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["CUAD"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/umarbutler/better-cuad","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/cuad","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/alex-apostolo/filtered_cuad","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/alex-apostolo/filtered-cuad","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/chenghao/cuad_qa","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/Nadav-Timor/CUAD","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/theatticusproject/cuad-qa","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/TheAtticusProject/cuad","url":"https://github.com/TheAtticusProject/cuad","frameworks":["pytorch"]}],"num_papers_in_archive":38,"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."}