BERTScore

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

Project Activity

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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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