Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation

Aparna Elangovan, Jiayuan He, Karin M. Verspoor. Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation. In Paola Merlo, Jörg Tiedemann, Reut Tsarfaty, editors, Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, EACL 2021, Online, April 19 - 23, 2021. pages 1325-1335, Association for Computational Linguistics, 2021. [doi]

Abstract

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