"synthetic tasks" Papers

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Achilles' Heel of Mamba: Essential difficulties of the Mamba architecture demonstrated by synthetic data

Tianyi Chen, Pengxiao Lin, Zhiwei Wang et al.

NEURIPS 2025spotlightarXiv:2509.17514
1
citations

Breaking through the learning plateaus of in-context learning in Transformer

Jingwen Fu, Tao Yang, Yuwang Wang et al.

ICML 2024arXiv:2309.06054
5
citations

Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks

Rahul Ramesh, Ekdeep Singh Lubana, Mikail Khona et al.

ICML 2024arXiv:2311.12997
15
citations