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cs.CL2025
Complexity Control Facilitates Reasoning-Based Compositional Generalization in Transformers
Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang +2
Transformers have demonstrated impressive capabilities across various tasks, yet their performance on compositional problems remains a subject of debate. In this study, we investig…
cs.CL2024
Anchor function: a type of benchmark functions for studying language models
Zhongwang Zhang, Zhiwei Wang, Junjie Yao +4
Understanding transformer-based language models is becoming increasingly crucial, particularly as they play pivotal roles in advancing towards artificial general intelligence. Howe…