Author

Chao Lei

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#artificial intelligence Jun 2026

Mind the Perspective: Let's Reason Recursively for Theory of Mind

RecToM is introduced, an inference-time framework for ToM reasoning that models nested beliefs via recursive perspective construction that consistently outperforms recent advanced approaches, achieving state-of-the-art performance.

Chao Lei, Guang Hu, Mengjie Yang et al. · arXiv.org · 2 citations

#artificial intelligence May 2025

From Reasoning to Generalization: Knowledge-Augmented LLMs for ARC Benchmark

An ARC solver is introduced, Knowledge Augmentation for Abstract Reasoning (KAAR), which encodes core knowledge priors within an ontology that classifies priors into three hierarchical levels based on their dependencies and maintains strong generalization across most LLMs.

Chao Lei, N. Lipovetzky, Krista A. Ehinger et al. · arXiv.org · 2 citations