Author

Kaiya Ivy Zhao

MIT

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#artificial intelligence Preprint Oct 2025

HugAgent: A Human Simulation Benchmark for Individual-Level Reasoning

The HUman-Grounded AGENT Benchmark is introduced, which rethinks human reasoning simulation along three dimensions: (i) from averaged to individualized reasoning, (ii) from behavioral mimicry to cognitive alignment, and (iii) from vignette-based to open-ended data.

Chance Jiajie Li, Zhenze Mo, Yuhan Tang et al. · 2 citations

Seeing Helps Reasoning in Language Models

Cross-Modal Alignment Regularization (CMAR) is proposed, a method designed to improve LLMs by aligning their internal representations with those of vision models during training by bringing the internal representations of the language and vision models closer together.

Yulu Gan, Kaiya Ivy Zhao, Tomaso A. Poggio et al. · 0 citations