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Models/GLM-XXLarge

GLM-XXLarge

Reported on 9 benchmarks across 3 tasks · 1 paper · 4 SOTA

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

Knowledge Base6 results

  • Text SummarizationonCNN / Daily Mail
    ROUGE-1· uses extra data· 2021-03-18
    44.7
    best: 48.18 (Scrambled code + broken (alter))
    SOTA
    GLM: General Language Model Pretraining with Autoregressive Blank InfillingarXiv:2103.10360
  • Text SummarizationonCNN / Daily Mail
    ROUGE-2· uses extra data· 2021-03-18
    21.4
    best: 24.02 (Pegasus)
    GLM: General Language Model Pretraining with Autoregressive Blank InfillingarXiv:2103.10360
  • Text SummarizationonCNN / Daily Mail
    ROUGE-L· uses extra data· 2021-03-18
    41.4
    best: 45.35 (Scrambled code + broken (alter))
    GLM: General Language Model Pretraining with Autoregressive Blank InfillingarXiv:2103.10360
  • Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2021-03-18
    44.7
    best: 48.18 (Scrambled code + broken (alter))
    GLM: General Language Model Pretraining with Autoregressive Blank InfillingarXiv:2103.10360
  • Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2021-03-18
    21.4
    best: 24.02 (Pegasus)
    GLM: General Language Model Pretraining with Autoregressive Blank InfillingarXiv:2103.10360
  • Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2021-03-18
    41.4
    best: 45.35 (Scrambled code + broken (alter))
    GLM: General Language Model Pretraining with Autoregressive Blank InfillingarXiv:2103.10360

Natural Language Processing6 results

  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-1· uses extra data· 2021-03-18
    44.7
    best: 48.18 (Scrambled code + broken (alter))
    SOTA
    GLM: General Language Model Pretraining with Autoregressive Blank InfillingarXiv:2103.10360
  • Document SummarizationonCNN / Daily Mail
    ROUGE-1· 2021-03-18
    44.7
    best: 48.18 (Scrambled code + broken (alter))
    SOTA
    GLM: General Language Model Pretraining with Autoregressive Blank InfillingarXiv:2103.10360
  • Document SummarizationonCNN / Daily Mail
    ROUGE-L· 2021-03-18
    41.4
    best: 45.35 (Scrambled code + broken (alter))
    SOTA
    GLM: General Language Model Pretraining with Autoregressive Blank InfillingarXiv:2103.10360
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-2· uses extra data· 2021-03-18
    21.4
    best: 24.02 (Pegasus)
    GLM: General Language Model Pretraining with Autoregressive Blank InfillingarXiv:2103.10360
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-L· uses extra data· 2021-03-18
    41.4
    best: 45.35 (Scrambled code + broken (alter))
    GLM: General Language Model Pretraining with Autoregressive Blank InfillingarXiv:2103.10360
  • Document SummarizationonCNN / Daily Mail
    ROUGE-2· 2021-03-18
    21.4
    best: 22.55 (PEGASUS + SummaReranker)
    GLM: General Language Model Pretraining with Autoregressive Blank InfillingarXiv:2103.10360