Haochen Shi, Tianshi Zheng, Weiqi Wang 0001, Baixuan Xu, Chunyang Li, Chunkit Chan, Tao Fan 0002, Yangqiu Song. InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling. 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 8451-8469, Association for Computational Linguistics, 2026. [doi]
Abstract is missing.