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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: ROUGE (higher is better)

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#Model↕ROUGE▼Extra DataPaperDate↕Code
1GAP - Me,r+γ76.36NoGAP: A Graph-aware Language Model Framework for ...2022-04-13Code
2GAP - Me,re76.22NoGAP: A Graph-aware Language Model Framework for ...2022-04-13Code
3JointGT (BART)76.1NoJointGT: Graph-Text Joint Representation Learnin...2021-06-19Code
4JointGT (BART) - w/ JointGTPretrain76.1NoGAP: A Graph-aware Language Model Framework for ...2022-04-13Code
5JointGT (T5)75.91NoJointGT: Graph-Text Joint Representation Learnin...2021-06-19Code
6JointGT (BART) - w/ BARTPretrain75.74NoGAP: A Graph-aware Language Model Framework for ...2022-04-13Code
7BART75.13NoJointGT: Graph-Text Joint Representation Learnin...2021-06-19Code
8T574.77NoJointGT: Graph-Text Joint Representation Learnin...2021-06-19Code
9KGPT74.57NoKGPT: Knowledge-Grounded Pre-Training for Data-t...2020-10-05Code
10KGPT w/o pretrain73NoGAP: A Graph-aware Language Model Framework for ...2022-04-13Code
11KGPT w/o pretrain73NoGAP: A Graph-aware Language Model Framework for ...2022-04-13Code
12GCN71.13NoGAP: A Graph-aware Language Model Framework for ...2022-04-13Code
13SOTA-NPT 71No--Code