Human-like cognitive generalization for large models via mental representation-guided supervision.
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| Title: | Human-like cognitive generalization for large models via mental representation-guided supervision. |
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| Authors: | Chen J; College of Computer Science and Technology, Zhejiang University, Hangzhou, China.; State Key Lab of Brain-Machine Intelligence, Zhejiang University, Hangzhou, China., Qi Y; State Key Lab of Brain-Machine Intelligence, Zhejiang University, Hangzhou, China. qiyu@zju.edu.cn.; Affiliated Mental Health Center and Hangzhou Seventh People's Hospital, MOE Frontier Science Center for Brain Science and Brain-Machine Integration, Zhejiang University, Hangzhou, China. qiyu@zju.edu.cn., Wang Y; College of Computer Science and Technology, Zhejiang University, Hangzhou, China., Pan G; College of Computer Science and Technology, Zhejiang University, Hangzhou, China. gpan@zju.edu.cn.; State Key Lab of Brain-Machine Intelligence, Zhejiang University, Hangzhou, China. gpan@zju.edu.cn. |
| Source: | Nature communications [Nat Commun] 2026 Apr 01; Vol. 17 (1). Date of Electronic Publication: 2026 Apr 01. |
| Publication Type: | Journal Article; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2041-1723 |
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| DOI: | 10.1038/s41467-026-71267-5 |
