Does quantization affect models' performance on long-context tasks?

Anmol Mekala, Anirudh Atmakuru, Yixiao Song, Marzena Karpinska, Mohit Iyyer. Does quantization affect models' performance on long-context tasks?. 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 9422-9470, Association for Computational Linguistics, 2025. [doi]

Authors

Anmol Mekala

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Anirudh Atmakuru

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Yixiao Song

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Marzena Karpinska

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Mohit Iyyer

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