Author

Tal Linzen

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#artificial intelligence Preprint Sep 2026

CogGym: Towards Large-Scale Comparative Evaluation of Human and Machine Cognition

Understanding and modeling human intelligence are parallel goals shared by artificial intelligence (AI) and cognitive science. As AI systems grow increasingly capable, in what ways do model responses resemble human responses, and where do they systematically diverge? The sheer breadth and diversity of the tasks humans...

Lance Ying, Jinzhou Wu, Y. Wang et al. · 0 citations

#artificial intelligence Aug 2025

Beyond the Rosetta Stone: Unification Forces in Generalization Dynamics

This work introduces a controlled setting to study the causes and training dynamics of cross-lingual knowledge transfer by training small Transformer models from scratch on synthetic multilingual datasets and suggests methods to encourage representational unification as part of training that would improve LLMs'cross-li...

C. Blum, Katja Filipova, Ann Yuan et al. · arXiv.org · 5 citations