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

Benchmark Model Rank Results
unsupervised-kg-to-text-generation-on-genwiki-fineCycleGT_Base#1BLEU: 41.59METEOR: 35.72ROUGE-L: 63.31CIDEr: 3.57
unsupervised-kg-to-text-generation-on-genwiki-fineCycleGT_Warm#2BLEU: 41.35METEOR: 35.20ROUGE-L: 63.01CIDEr: 3.45
unsupervised-kg-to-text-generation-on-genwiki-fineNoisySupervised#3BLEU: 30.12METEOR: 28.12ROUGE-L: 56.96CIDEr: 2.52
unsupervised-kg-to-text-generation-on-genwiki-fineDirectTransfer#4BLEU: 13.89METEOR: 25.76ROUGE-L: 39.75CIDEr: 1.26
unsupervised-kg-to-text-generation-on-genwiki-fineRule-Based#5BLEU: 13.45METEOR: 30.72ROUGE-L: 40.93CIDEr: 1.26
unsupervised-kg-to-text-generation-on-genwiki-fullCycleGT_Base#1BLEU: 41.29METEOR: 35.39ROUGE-L: 63.73CIDEr: 3.53
unsupervised-kg-to-text-generation-on-genwiki-fullCycleGT_Warm#2BLEU: 40.47METEOR: 34.84ROUGE-L: 63.40CIDEr: 3.48
unsupervised-kg-to-text-generation-on-genwiki-fullNoisySupervised#3BLEU: 35.03METEOR: 33.45ROUGE-L: 58.14CIDEr: 2.63
unsupervised-kg-to-text-generation-on-genwiki-fullDirectTransfer#4BLEU: 13.89METEOR: 25.76ROUGE-L: 39.75CIDEr: 1.26
unsupervised-kg-to-text-generation-on-genwiki-fullRule-Based#5BLEU: 13.45METEOR: 30.72ROUGE-L: 40.93CIDEr: 1.26