Unsupervised KG-to-Text Generation

2 papers with code • 4 benchmarks • 3 datasets

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Most implemented papers

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.

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.