"algorithmic reasoning" Papers

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Length Generalization via Auxiliary Tasks

Pranjal Awasthi, Anupam Gupta, Ravi Kumar

NeurIPS 2025poster

Plug, Play, and Generalize: Length Extrapolation with Pointer-Augmented Neural Memory

Svetha Venkatesh, Kien Do, Hung Le et al.

ICLR 2025poster

Better & Faster Large Language Models via Multi-token Prediction

Fabian Gloeckle, Badr Youbi Idrissi, Baptiste Roziere et al.

ICML 2024posterarXiv:2404.19737

Simulation of Graph Algorithms with Looped Transformers

Artur Back de Luca, Kimon Fountoulakis

ICML 2024poster