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المنصة
الرئيسية
SOTA
توليد النص من الرسم البياني المعرفي
Kg To Text Generation On Webnlg 2 0
Kg To Text Generation On Webnlg 2 0
المقاييس
BLEU
METEOR
ROUGE
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
Columns
اسم النموذج
BLEU
METEOR
ROUGE
Paper Title
GAP - Me,r+γ
66.2
-
76.36
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation
GAP - Me,re
-
-
76.22
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation
JointGT (BART)
65.92
47.15
76.10
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs
JointGT (BART) - w/ JointGTPretrain
65.92
47.15
76.1
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation
JointGT (T5)
66.14
47.25
75.91
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs
JointGT (BART) - w/ BARTPretrain
64.6
46.77
75.74
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation
BART
64.55
46.51
75.13
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs
T5
64.42
46.58
74.77
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs
KGPT
64.11
46.30
74.57
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation
KGPT w/o pretrain
62.3
44.33
73
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation
KGPT w/o pretrain
62.3
44.33
73
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation
GCN
60.8
42.76
71.13
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation
SOTA-NPT
61
42
71.0
Handling Rare Items in Data-to-Text Generation
0 of 13 row(s) selected.
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Kg To Text Generation On Webnlg 2 0 | SOTA | HyperAI