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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Huaping Zhang

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Open access Aug 2026

Monolingual anchoring for low-resource cross-lingual semantic alignment: A case study on uyghur

Low-resource languages remain challenging for cross-lingual semantic alignment because of limited parallel corpora. In addition, conventional symmetric alignment may distort the semantic space of a high-resource language through noisy low-resource updates. To address this issue, we propose Monolingual Anchoring for Cro...

Ruohao Yan, Huaping Zhang, Yuwen Niu et al. · 0 citations
Book Open access Aug 2026

SymDiag: Explainable Diagnosis for LLM Reasoning via Neuro-Symbolic Verification

Large language models (LLMs) increasingly serve as data-driven reasoners, yet their chains-of-thought (CoT) can be unfaithful even when final answers are correct. Most existing ''verification'' signals are not diagnostic: answer matching observes only the outcome, LLM-as-judge provides subjective and non-verifiable cri...

Wenyao Cui, Hua-Ping Zhang, Yongyi Huang et al. · 0 citations

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