Author

Yifei Li

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#natural language process... Preprint Sep 2026

DARE: Dialectical Agentic Reasoning for Structured Knowledge Fact Checking

Structured knowledge fact checking aims to determine the truthfulness of natural language claims by reasoning over structured evidence. Recent program-generation approaches leverage large language models (LLMs) to generate executable graph reasoning programs, achieving strong performance on structured knowledge fact ch...

Yi-Fei Li, Xiao-Han Zheng, Wen-Tao Qian et al. · 0 citations

Jul 2026

WISERouter: LLM Routing with Workload Budget Constraint

Empirical results on RouterBench and SWE-Bench demonstrate that WR-Offline surpasses existing baselines in performance under a fixed budget and adheres more closely to budget constraints, and WR-Online achieves comparable performance to the baselines, while using substantially less exploration data.

Yi-Fei Li, Zi-Hui Gao, L. Lakshmanan · arXiv.org · 0 citations