Assessing Resource-Performance Trade-off of Natural Language Models using Data Envelopment Analysis

Shohei Zhou, Alisha Zachariah, Devin Conathan, Jeffery Kline. Assessing Resource-Performance Trade-off of Natural Language Models using Data Envelopment Analysis. In Daniel Deutsch, Can Udomcharoenchaikit, Juri Opitz, Yang Gao 0021, Marina Fomicheva, Steffen Eger, editors, Proceedings of the 3rd Workshop on Evaluation and Comparison of NLP Systems, Eval4NLP 2022, Online, November 20, 2022. pages 11-20, Association for Computational Linguistics, 2022. [doi]

Abstract

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