{"url":"/dataset/discoeval","name":"DiscoEval","full_name":"Discourse Evaluation","description_markdown":"Dataset Summary\r\n\r\nThe DiscoEval is an English-language Benchmark that contains a test suite of 7 tasks to evaluate whether sentence representations include semantic information relevant to discourse processing. The benchmark datasets offer a collection of tasks designed to evaluate natural language understanding models in the context of discourse analysis and coherence.\r\n\r\nDataset Sources\r\n\r\nArxiv: A repository of scientific papers and research articles.\r\nWikipedia: An extensive online encyclopedia with articles on diverse topics.\r\nRocstory: A dataset consisting of fictional stories.\r\nUbuntu IRC channel: Conversational data extracted from the Ubuntu Internet Relay Chat (IRC) channel.\r\nPeerRead: A dataset of scientific papers frequently used for discourse-related tasks.\r\nRST Discourse Treebank: A dataset annotated with Rhetorical Structure Theory (RST) discourse relations.\r\nPenn Discourse Treebank: Another dataset with annotated discourse relations, facilitating the study of discourse structure","description_withheld":null,"homepage":"https://huggingface.co/datasets/OfekGlick/DiscoEval","introduced_date":"2024-05-13","introduced_date_note":null,"introduced_by":{"paper":"/paper/depth-discourse-education-through-pre","title":"DEPTH: Discourse Education through Pre-Training Hierarchically","first_author":"Zachary Bamberger","url":null},"license":{"name":"CC BY","url":"https://huggingface.co/datasets/OfekGlick/DiscoEval"},"modalities":[],"tasks":[{"name":"Classification","url":"/task/classification-1","datasets_with_task":"/datasets/task/classification-1"},{"name":"Natural Language Understanding","url":"/task/natural-language-understanding","datasets_with_task":"/datasets/task/natural-language-understanding"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["DiscoEval"],"data_loaders":[],"num_papers_in_archive":1,"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."}