Rethinking NLP for Chemistry: A Critical Look at the USPTO Benchmark

Derin Ozer, Nicolas Gutowski, Benoit Da Mota, Thomas Cauchy, Sylvain Lamprier. Rethinking NLP for Chemistry: A Critical Look at the USPTO Benchmark. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 22813-22825, Association for Computational Linguistics, 2025. [doi]

Abstract

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