AssoCiAm: A Benchmark for Evaluating Association Thinking while Circumventing Ambiguity

Yifan Liu, Wenkuan Zhao, ShanShan Zhong, Jinghui Qin, Mingfu Liang, Zhongzhan Huang, Wushao Wen. AssoCiAm: A Benchmark for Evaluating Association Thinking while Circumventing Ambiguity. 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 5203-5219, Association for Computational Linguistics, 2025. [doi]

Abstract

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