OpenCodePapers

kg-to-text-generation-on-webnlg-2-0

KG-to-Text Generation
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PaperCodeBLEUMETEORROUGEModelNameReleaseDate
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation✓ Link66.276.36GAP - Me,r+γ2022-04-13
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs✓ Link66.1447.2575.91JointGT (T5)2021-06-19
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs✓ Link65.9247.1576.10JointGT (BART)2021-06-19
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation✓ Link65.9247.1576.1JointGT (BART) - w/ JointGTPretrain2022-04-13
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation✓ Link64.646.7775.74JointGT (BART) - w/ BARTPretrain2022-04-13
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs✓ Link64.5546.5175.13BART2021-06-19
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs✓ Link64.4246.5874.77T52021-06-19
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation✓ Link64.1146.3074.57KGPT2020-10-05
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation✓ Link62.344.3373KGPT w/o pretrain2020-10-05
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation✓ Link62.344.3373KGPT w/o pretrain2022-04-13
Handling Rare Items in Data-to-Text Generation✓ Link614271.0SOTA-NPT 2018-11-01
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation✓ Link60.842.7671.13GCN2022-04-13
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation✓ Link76.22GAP - Me,re2022-04-13
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