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Chen, Jingxuan, Pilehvar, Mohammad Taher and Camacho Collados, Jose ORCID: https://orcid.org/0000-0003-1618-7239 2026. Understanding LLM performance degradation in multi-instance processing: The roles of instance count and context length. Presented at: 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), San Diego, California, United States, 2-7 July 2026. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics. , vol.1 Association for Computational Linguistics, pp. 31851-31884. 10.18653/v1/2026.acl-long.1470

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