Parallel Test-Time Scaling for Latent Reasoning Models

Runyang You, Yongqi Li 0001, Meng Liu 0006, Wenjie Wang 0007, Liqiang Nie, Wenjie Li 0002. Parallel Test-Time Scaling for Latent Reasoning Models. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 44703-44717, Association for Computational Linguistics, 2026. [doi]

Authors

Runyang You

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Yongqi Li 0001

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Meng Liu 0006

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Wenjie Wang 0007

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Liqiang Nie

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Wenjie Li 0002

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