Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards?

Research article (Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2021) · cited 41× · AI/ML
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Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards?

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Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards? is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards?. Retrieved May 24, 2026, from https://4ort.xyz/entity/evaluation-examples-are-not-equally-informative-how-should-that-change-nlp-leaderboards
MLA “Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards?.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/evaluation-examples-are-not-equally-informative-how-should-that-change-nlp-leaderboards.
BibTeX @misc{4ortxyz_evaluation-examples-are-not-equally-informative-how-should-that-change-nlp-leaderboards_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards?}}, year = {2026}, url = {https://4ort.xyz/entity/evaluation-examples-are-not-equally-informative-how-should-that-change-nlp-leaderboards}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards? — https://4ort.xyz/entity/evaluation-examples-are-not-equally-informative-how-should-that-change-nlp-leaderboards (retrieved 2026-05-24)

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