BERTScore: Evaluating Text Generation with BERT | by Prakhar Mishra | May, 2022
Machine Learning Research Paper SummaryImage by AuthorBERTScore is an automatic evaluation metric used for testing the goodness of text generation systems. Unlike existing popular methods that compute token level syntactical similarity, BERTScore focuses on computing semantic similarity between tokens of reference and hypothesis. The author’s of the paper tested it on machine translations and image captioning tasks and found it to correlate better with human judgements.More of such videosLet’s take an example of take…