A scoping review organizes decades of NLP evaluation debates into a taxonomy of recurring concerns and trade-offs with a structured checklist for better evaluation design.
InProceedings of the Ninth Workshop 15 on Statistical Machine Translation, pages 266–274, Baltimore, Maryland, USA
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Evaluation Revisited: A Taxonomy of Evaluation Concerns in Natural Language Processing
A scoping review organizes decades of NLP evaluation debates into a taxonomy of recurring concerns and trade-offs with a structured checklist for better evaluation design.