{"url":"/dataset/umass-citation-field-extraction-dataset","name":"UMass Citation Field Extraction","full_name":null,"description_markdown":"The  **University of Massachusetts Amherst citation field extraction** dataset contains labels and segments for extracted citations from articles found on arXiv. Compared to previous standard datasets in citation field extraction, this one had 4 times more data and provided detailed nested labels rather than coarse-grained flat labels, alongside drawing from 4 different academic disciplines versus 1 - namely computer science, mathematics, physics, and quantitative biology.\r\n\r\nIt consisted of 6,000 unlabeled citation strings, with 1829 labeled to date at the time of its last publication - 2476 according to the latest citation from 'Using BibTeX to Automatically Generate Labeled Data for Citation Field Extraction' - Dung Thai, Zhiyang Xu, Nicholas Monath, Boris Veytsman, and Andrew McCallum. Each citation string was labeled hierarchically, separating coarse-grain and fine-grain labeled segments. \r\n\r\n*Dataset introduced in the following paper:*\r\n\r\nSam Anzaroot and Andrew McCallum. A new dataset for fine-grained citation field extraction. In ICML Workshop on Peer Reviewing and Publishing Models (PEER), 2013.","description_withheld":null,"homepage":"http://www.iesl.cs.umass.edu/data/data-umasscitationfield","introduced_date":"2013-05-10","introduced_date_note":null,"introduced_by":null,"license":{"name":"Unknown - TBC","url":"https://scholarworks.umass.edu/data/policies.html"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[],"languages":[],"variants":["UMass Citation Field Extraction"],"data_loaders":[],"num_papers_in_archive":0,"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."}