Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps

Yijiong Yu, Zhixiao Qi, Yongfeng Huang 0001, Wei Wang, Weifeng Liu, Ran Chen, Ji Pei. Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps. 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 5615-5634, Association for Computational Linguistics, 2025. [doi]

Abstract

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