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Nomological Deductive Reasoning for Trustworthy, Human-Readable, and Actionable AI Outputs.

• Authors : Hakizimana, Gedeon¹ (AUTHOR); Ledezma Espino, Agapito¹ (AUTHOR)

• Source: Algorithms. Jun2025, Vol. 18 Issue 6, p306. 37p.

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ERNIE-UIE: Advancing information extraction in Chinese medical knowledge graph.

• Authors : Li, Bei¹ (AUTHOR); Li, Changbiao¹ (AUTHOR); Sun, Jianwei² (AUTHOR)

Subjects: *Knowledge graphs; *Language models; *Knowledge representation (Information theory)

• Source: PLoS ONE. 5/29/2025, Vol. 20 Issue 5, p1-21. 21p.

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TP-RotatE: A knowledge graph representation learning method combining path information and rules to capture complex relational patterns.

• Authors : Liu, Xinliang^1,2 (AUTHOR); Shi, Yanyan^1,2 (AUTHOR); Xu, Yushi^1,2 (AUTHOR)

Subjects: *Knowledge graphs; *Knowledge representation (Information theory); *Vector spaces

• Source: PLoS ONE. 5/27/2025, Vol. 20 Issue 5, p1-17. 17p.

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Object knowledge representation in the human visual cortex requires a connection with the language system.

• Authors : Liu, Bo^1,2,3,4 (AUTHOR); Wang, Xiaosha¹ (AUTHOR); Wang, Xiaoying¹ (AUTHOR)

• Source: PLoS Biology. 5/20/2025, Vol. 23 Issue 5, p1-27. 27p.

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A Rapid Cortical Learning Process Supporting Students' Knowledge Construction During Real Classroom Teaching.

• Authors : Feng, Xiaodan¹ (AUTHOR); Xu, Xinran¹ (AUTHOR); Meng, Zhaonan¹ (AUTHOR)

• Source: Advanced Science. 5/15/2025, Vol. 12 Issue 18, p1-22. 22p.

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Enhancing Cross-Prompt Essay Trait Scoring via External Knowledge Similarity Transfer.

• Authors : Song, Tianbao¹ (AUTHOR); Sun, Jingbo^2,3 (AUTHOR) ; Peng, Weiming^3,4,5 (AUTHOR)

• Source: Symmetry (20738994). May2025, Vol. 17 Issue 5, p739. 17p.

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Dual-Domain Multi-Task Learning-Based Domain Adaptation for Hyperspectral Image Classification.

• Authors : Chen, Qiusheng¹ (AUTHOR); Fang, Zhuoqun² (AUTHOR); Deng, Shizhuo^1,3 (AUTHOR)

• Source: Remote Sensing. May2025, Vol. 17 Issue 9, p1592. 25p.

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A contrast enhanced representation normalization approach to knowledge distillation.

• Authors : Bao, Zhiqiang¹ (AUTHOR); Zhu, Di¹ (AUTHOR) ; Du, Leying² (AUTHOR)

• Source: Scientific Reports. 4/16/2025, Vol. 15 Issue 1, p1-15. 15p.

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Social knowledge about others is anchored to self-knowledge in the hippocampal formation.

• Authors : Rodríguez Aramendía, Marta¹ (AUTHOR); Esposito, Mariachiara¹ (AUTHOR); Kaplan, Raphael¹ (AUTHOR)

• Source: PLoS Biology. 4/2/2025, Vol. 23 Issue 4, p1-22. 22p.

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Construction of Topic Hierarchy with Subtree Representation for Knowledge Graphs.

• Authors : Zhang, Yujia¹ (AUTHOR); Xu, Wenjie^1,2 (AUTHOR); Yu, Zheng^2,3 (AUTHOR)

• Source: Axioms (2075-1680). Apr2025, Vol. 14 Issue 4, p300. 25p.

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