Automatic Evaluation Metric described in the paper BERTScore: Evaluating Text Generation with BERT (ICLR 2020). We now support about 130 models (see this spreadsheet for their correlations with human evaluation). Currently, the best model is Microsoft/debate-large-online, please consider using it instead of the default roberta-large in order to have the best correlation with human evaluation.

Features

  • Support 3 BigBird models
  • Support 4 mT5 models as requested
  • Documentation available
  • Examples available
  • BERTScore leverages the pre-trained contextual embeddings from BERT

Project Samples

BERTScore Screenshot 1

Project Activity

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Categories

Machine Learning

License

MIT License

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BERTScore Web Site

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-19
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