Datasets › WikiOFGraph
WikiOFGraph (Wikipedia Ontology-Free Graph-Text)
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a high-level explanation of the dataset characteristics We 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.
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explain motivations and summary of its content The 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.
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potential use cases of the dataset General Domain Knowledge Graph-to-Text generation
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Data-to-Text Generation | WikiOFGraph | T5-large BLEU 69.27 | Ontology-Free General-Domain Knowledge Graph-to-Text... | daehuikim/WikiOFGraph | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 1. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model | 1 | 1 | 11 Sep 2024 | ran 5 of 7 samples (2 unverified; 7 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- WikiOFGraph
1 variant name, as the archive lists them.
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