A Detailed Comparative Analysis of Automatic Neural Metrics for Machine Translation: BLEURT & BERTScore

A Detailed Comparative Analysis of Automatic Neural Metrics for Machine Translation: BLEURT & BERTScore

<sc><bold>Bleurt</bold></sc> is a recently introduced metric that employs <sc>Bert</sc>, a potent pre-trained language model to assess how well candidate translations compare to a reference translation in the context of machine translation outputs. While tradition...

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Bibliographic Details
Main Authors: Aniruddha Mukherjee, Vikas Hassija, Vinay Chamola, Karunesh Kumar Gupta
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of the Computer Society
Subjects:
Natural language processing
deep learning
machine learning
metrics
machine translation
Online Access:https://ieeexplore.ieee.org/document/10964149/
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