Unsupervised KG-to-Text Generation

2 papers with code • 4 benchmarks • 3 datasets

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Benchmarks

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These leaderboards are used to track progress in Unsupervised KG-to-Text Generation

Dataset	Best Model	Compare
GenWiki (Fine)	CycleGT_Base	See all
GenWiki (Full)	CycleGT_Base	See all
VG graph-text	GT-BT (composed noise)	See all
WebNLG v2.1	GT-BT (sampled noise)	See all

Datasets

Most implemented papers

Most implemented Social Latest No code

An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing

mnschmit/unsupervised-graph-text-conversion • EMNLP 2020

To this end, we present the first approach to unsupervised text generation from KGs and show simultaneously how it can be used for unsupervised semantic parsing.

Paper
Code

GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation

zhijing-jin/genwiki • • COLING 2020

With a human-annotated test set, we provide this new benchmark dataset for future research on unsupervised text generation from knowledge graphs.