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.
InProceed- ings of the 17th Conference of the European Chap- ter of the Association for Computational Linguistics, pages 1650–1669, Dubrovnik, Croatia
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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.