WikiOFGraph

Wikipedia Ontology-Free Graph-Text

Dataset Information
Modalities
Texts, Graphs
Languages
English
Introduced
2024
License

Overview

  • 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

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Data-to-Text Generation T5-large Ontology-Free General-Domain Knowledge Graph-to-Text Generation … 2024-09-11

Research Papers

Recent papers with results on this dataset: