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 2012 Joint Conference on Empirical Methods in Natural Lan- guage Processing and Computational Natural Lan- guage Learning, pages 995–1005, Jeju Island, Korea
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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.