3260 papers • 126 benchmarks • 313 datasets
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These leaderboards are used to track progress in unsupervised-kg-to-text-generation-7
Use these libraries to find unsupervised-kg-to-text-generation-7 models and implementations
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This paper proposes a large-scale, general-domain dataset, GenWiki, which has 1.3M text and graph examples, respectively, and provides this new benchmark dataset for future research on unsupervised text generation from knowledge graphs.
Inspired by recent work on unsupervised machine translation, this work serializes a KG as a sequence of facts and frames both tasks as sequence translation, and learns to map both graphs and texts into a joint semantic space and thus generalizes over different surface representations with the same meaning.
Adding a benchmark result helps the community track progress.