TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/ERNIE-GENLARGE (large-scale text corpora)

ERNIE-GENLARGE (large-scale text corpora)

Reported on 12 benchmarks across 2 tasks · 1 paper · 7 SOTA

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

Knowledge Base9 results

  • Text SummarizationonGigaWord-10k
    ROUGE-1· uses extra data· 2020-01-26
    35.51
    SOTA
    ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationarXiv:2001.11314
  • Text SummarizationonGigaWord-10k
    ROUGE-2· uses extra data· 2020-01-26
    16.79
    SOTA
    ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationarXiv:2001.11314
  • Text SummarizationonGigaWord-10k
    ROUGE-L· uses extra data· 2020-01-26
    33.23
    SOTA
    ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationarXiv:2001.11314
  • Text SummarizationonCNN / Daily Mail
    ROUGE-1· uses extra data· 2020-01-26
    44.31
    best: 48.18 (Scrambled code + broken (alter))
    SOTA
    ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationarXiv:2001.11314
  • Text SummarizationonCNN / Daily Mail
    ROUGE-L· uses extra data· 2020-01-26
    41.6
    best: 45.35 (Scrambled code + broken (alter))
    SOTA
    ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationarXiv:2001.11314
  • Text SummarizationonGigaWord
    ROUGE-1· uses extra data· 2020-01-26
    39.46
    best: 60.12 (OpenAI/o3-mini)
    ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationarXiv:2001.11314
  • Text SummarizationonGigaWord
    ROUGE-2· uses extra data· 2020-01-26
    20.34
    best: 54.22 (OpenAI/o3-mini)
    ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationarXiv:2001.11314
  • Text SummarizationonGigaWord
    ROUGE-L· uses extra data· 2020-01-26
    36.74
    best: 60.29 (Riple/Saanvi-v0.1)
    ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationarXiv:2001.11314
  • Text SummarizationonCNN / Daily Mail
    ROUGE-2· uses extra data· 2020-01-26
    21.35
    best: 24.02 (Pegasus)
    ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationarXiv:2001.11314

Natural Language Processing3 results

  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-1· uses extra data· 2020-01-26
    44.31
    best: 48.18 (Scrambled code + broken (alter))
    SOTA
    ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationarXiv:2001.11314
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-L· uses extra data· 2020-01-26
    41.6
    best: 45.35 (Scrambled code + broken (alter))
    SOTA
    ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationarXiv:2001.11314
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-2· uses extra data· 2020-01-26
    21.35
    best: 24.02 (Pegasus)
    ERNIE-GEN: An Enhanced Multi-Flow Pre-training and Fine-tuning Framework for Natural Language GenerationarXiv:2001.11314