A Position Paper on the Automatic Generation of Machine Learning Leaderboards

Roelien C. Timmer, Yufang Hou 0001, Stephen Wan 0001. A Position Paper on the Automatic Generation of Machine Learning Leaderboards. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 30761-30784, Association for Computational Linguistics, 2025. [doi]

Abstract

Abstract is missing.