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SotA/Natural Language Processing/KG-to-Text Generation/WebNLG 2.0 (Unconstrained)

KG-to-Text Generation on WebNLG 2.0 (Unconstrained)

Metric: BLEU (higher is better)

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#Model↕BLEU▼Extra DataPaperDate↕Code
1GAP - Me,r+γ66.2NoGAP: A Graph-aware Language Model Framework for ...2022-04-13Code
2JointGT (T5)66.14NoJointGT: Graph-Text Joint Representation Learnin...2021-06-19Code
3JointGT (BART)65.92NoJointGT: Graph-Text Joint Representation Learnin...2021-06-19Code
4JointGT (BART) - w/ JointGTPretrain65.92NoGAP: A Graph-aware Language Model Framework for ...2022-04-13Code
5JointGT (BART) - w/ BARTPretrain64.6NoGAP: A Graph-aware Language Model Framework for ...2022-04-13Code
6BART64.55NoJointGT: Graph-Text Joint Representation Learnin...2021-06-19Code
7T564.42NoJointGT: Graph-Text Joint Representation Learnin...2021-06-19Code
8KGPT64.11NoKGPT: Knowledge-Grounded Pre-Training for Data-t...2020-10-05Code
9KGPT w/o pretrain62.3NoGAP: A Graph-aware Language Model Framework for ...2022-04-13Code
10KGPT w/o pretrain62.3NoGAP: A Graph-aware Language Model Framework for ...2022-04-13Code
11SOTA-NPT 61No--Code
12GCN60.8NoGAP: A Graph-aware Language Model Framework for ...2022-04-13Code