{"url":"/dataset/wikiofgraph","name":"WikiOFGraph","full_name":"Wikipedia Ontology-Free Graph-Text","description_markdown":"* a high-level explanation of the dataset characteristics\r\nWe introduce WikiOFGraph, a novel large-scale, domain-diverse dataset synthesized by LLMs, ensuring superior graph-text consistency to advance general-domain graph-to-text generation.\r\n\r\n* explain motivations and summary of its content\r\nThe scarcity of high-quality, general-domain G2T generation datasets restricts progress in the generaldomain G2T generation research. To address this issue, we introduce Wikipedia OntologyFree Graph-text dataset (WikiOFGraph), a new large-scale G2T dataset generated using a novel method that leverages Large Language Model (LLM) and Data-QuestEval.\r\n\r\n* potential use cases of the dataset\r\nGeneral Domain Knowledge Graph-to-Text generation","description_withheld":null,"homepage":"","introduced_date":"2024-09-11","introduced_date_note":null,"introduced_by":{"paper":"/paper/ontology-free-general-domain-knowledge-graph","title":"Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model","first_author":"Daehee Kim","url":null},"license":{"name":"llama3","url":"https://llama.meta.com/llama3/license/"},"modalities":[{"name":"Texts","url":"/datasets/modality/texts"},{"name":"Graphs","url":"/datasets/modality/graphs"}],"tasks":[{"name":"Data-to-Text Generation","url":"/task/data-to-text-generation","datasets_with_task":"/datasets/task/data-to-text-generation"},{"name":"Graph-to-Sequence","url":"/task/graph-to-sequence","datasets_with_task":"/datasets/task/graph-to-sequence"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["WikiOFGraph"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/data-to-text-generation-on-wikiofgraph","task":"Data-to-Text Generation","dataset_variant":"WikiOFGraph","rows":1,"metrics":["BLEU"],"first_row_in_archive_order":{"model":"T5-large","paper":"/paper/ontology-free-general-domain-knowledge-graph","metrics":{"BLEU":"69.27"},"code_links":[{"title":"daehuikim/WikiOFGraph","url":"https://github.com/daehuikim/WikiOFGraph"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/ontology-free-general-domain-knowledge-graph","title":"Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model","date":"2024-09-11","rows_on_this_dataset":1,"code_links":1,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":7,"samples_ran":5,"samples_unverified":2,"pointer_only_for_licence":7,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":7,"samples_ran":5,"samples_unverified":2,"pointer_only_for_licence":7,"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."}