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Author

Zhen-Mao Han

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Conference Sep 2026

A domain-specific RAG framework for aviation intelligence: integrating localized LLMs with hybrid reasoning

Driven by the strict requirements of the "Intelligent APP" project—completely offline local deployment and acceptable performance under constrained hardware resources—this study proposes a localized intelligent question-answering system integrating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) t...

Zi-Xun Wang, Zeng-Xiu Si, Zhen-Mao Han et al. · 0 citations
#natural language process... Preprint Sep 2026

Unlocking the Unsolvable: Teacher-Guided Curriculum for Data-Efficient RLVR

Reinforcement Learning with Verifiable Rewards (RLVR) has shown remarkable success in improving the mathematical reasoning of large language models. Yet problems beyond the model's current capability, where rollouts uniformly fail and no learning signal is produced, are structurally wasted despite marking the most info...

Yu-Kang Zhu, Zhen-Mao Han · 0 citations

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