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Models/GAP - Me,r+γ

GAP - Me,r+γ

Reported on 18 benchmarks across 3 tasks · 1 paper · 9 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing12 results

  • Data-to-Text GenerationonEventNarrative
    BLEU· 2022-04-13
    35.08
    SOTA
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • Data-to-Text GenerationonWebNLG 2.0 (Unconstrained)
    BLEU· 2022-04-13
    66.2
    SOTA
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • Data-to-Text GenerationonWebNLG 2.0 (Unconstrained)
    ROUGE· 2022-04-13
    76.36
    SOTA
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • KG-to-Text GenerationonEventNarrative
    BLEU· 2022-04-13
    35.08
    SOTA
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • KG-to-Text GenerationonWebNLG 2.0 (Unconstrained)
    BLEU· 2022-04-13
    66.2
    SOTA
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • KG-to-Text GenerationonWebNLG 2.0 (Unconstrained)
    ROUGE· 2022-04-13
    76.36
    SOTA
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • Data-to-Text GenerationonEventNarrative
    BertScore· 2022-04-13
    93.38
    best: 93.68 (JointGT)
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • Data-to-Text GenerationonEventNarrative
    METEOR· 2022-04-13
    27.5
    best: 27.72 (GraphWriter)
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • Data-to-Text GenerationonEventNarrative
    ROUGE· 2022-04-13
    64.28
    best: 71.92 (GraphWriter)
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • KG-to-Text GenerationonEventNarrative
    BertScore· 2022-04-13
    93.38
    best: 93.68 (JointGT)
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • KG-to-Text GenerationonEventNarrative
    METEOR· 2022-04-13
    27.5
    best: 27.72 (GraphWriter)
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • KG-to-Text GenerationonEventNarrative
    ROUGE· 2022-04-13
    64.28
    best: 71.92 (GraphWriter)
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674

Adversarial6 results

  • Text GenerationonEventNarrative
    BLEU· 2022-04-13
    35.08
    SOTA
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • Text GenerationonWebNLG 2.0 (Unconstrained)
    BLEU· 2022-04-13
    66.2
    SOTA
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • Text GenerationonWebNLG 2.0 (Unconstrained)
    ROUGE· 2022-04-13
    76.36
    SOTA
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • Text GenerationonEventNarrative
    BertScore· 2022-04-13
    93.38
    best: 93.68 (JointGT)
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • Text GenerationonEventNarrative
    METEOR· 2022-04-13
    27.5
    best: 27.72 (GraphWriter)
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674
  • Text GenerationonEventNarrative
    ROUGE· 2022-04-13
    64.28
    best: 71.92 (GraphWriter)
    GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text GenerationarXiv:2204.06674