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Summarization

  • Number of tasks: 4

SummEval

News Article Summary Semantic Similarity Estimation.

Dataset: mteb/summeval • License: mit • Learn more →

Task category Score Languages Domains Annotations Creators Sample Creation
text to text (t2t) cosine_spearman eng News, Written human-annotated created
Citation
@article{fabbri2020summeval,
  author = {Fabbri, Alexander R and Kry{\'s}ci{\'n}ski, Wojciech and McCann, Bryan and Xiong, Caiming and Socher, Richard and Radev, Dragomir},
  journal = {arXiv preprint arXiv:2007.12626},
  title = {SummEval: Re-evaluating Summarization Evaluation},
  year = {2020},
}

SummEvalFr

News Article Summary Semantic Similarity Estimation translated from english to french with DeepL.

Dataset: lyon-nlp/summarization-summeval-fr-p2p • License: mit • Learn more →

Task category Score Languages Domains Annotations Creators Sample Creation
text to text (t2t) cosine_spearman fra News, Written human-annotated machine-translated
Citation
@article{fabbri2020summeval,
  author = {Fabbri, Alexander R and Kry{\'s}ci{\'n}ski, Wojciech and McCann, Bryan and Xiong, Caiming and Socher, Richard and Radev, Dragomir},
  journal = {arXiv preprint arXiv:2007.12626},
  title = {SummEval: Re-evaluating Summarization Evaluation},
  year = {2020},
}

SummEvalFrSummarization.v2

News Article Summary Semantic Similarity Estimation translated from english to french with DeepL. This version fixes a bug in the evaluation script that caused the main score to be computed incorrectly.

Dataset: lyon-nlp/summarization-summeval-fr-p2p • License: mit • Learn more →

Task category Score Languages Domains Annotations Creators Sample Creation
text to text (t2t) cosine_spearman fra News, Written human-annotated machine-translated
Citation
@article{fabbri2020summeval,
  author = {Fabbri, Alexander R and Kry{\'s}ci{\'n}ski, Wojciech and McCann, Bryan and Xiong, Caiming and Socher, Richard and Radev, Dragomir},
  journal = {arXiv preprint arXiv:2007.12626},
  title = {SummEval: Re-evaluating Summarization Evaluation},
  year = {2020},
}

SummEvalSummarization.v2

News Article Summary Semantic Similarity Estimation. This version fixes a bug in the evaluation script that caused the main score to be computed incorrectly.

Dataset: mteb/summeval • License: mit • Learn more →

Task category Score Languages Domains Annotations Creators Sample Creation
text to text (t2t) cosine_spearman eng News, Written human-annotated created
Citation
@article{fabbri2020summeval,
  author = {Fabbri, Alexander R and Kry{\'s}ci{\'n}ski, Wojciech and McCann, Bryan and Xiong, Caiming and Socher, Richard and Radev, Dragomir},
  journal = {arXiv preprint arXiv:2007.12626},
  title = {SummEval: Re-evaluating Summarization Evaluation},
  year = {2020},
}