Wikipedia Ontology-Free Graph-Text
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.
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.
potential use cases of the dataset
General Domain Knowledge Graph-to-Text generation
Variants: WikiOFGraph
This dataset is used in 1 benchmark:
Task | Model | Paper | Date |
---|---|---|---|
Data-to-Text Generation | T5-large | Ontology-Free General-Domain Knowledge Graph-to-Text Generation … | 2024-09-11 |
Recent papers with results on this dataset: