"algorithmic reasoning" Papers

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Chain of Execution Supervision Promotes General Reasoning in Large Language Models

Nuo Chen, Zehua Li, Keqin Bao et al.

NEURIPS 2025arXiv:2510.23629

Does GPT Really Get It? A Hierarchical Scale to Quantify Human and AI’s Understanding of Algorithms

Mirabel Reid, Santosh S. Vempala

AAAI 2025paperarXiv:2406.14722
1
citations

Length Generalization via Auxiliary Tasks

Pranjal Awasthi, Anupam Gupta, Ravi Kumar

NEURIPS 2025

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

Svetha Venkatesh, Kien Do, Hung Le et al.

ICLR 2025

Better & Faster Large Language Models via Multi-token Prediction

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

ICML 2024arXiv:2404.19737
232
citations

Simulation of Graph Algorithms with Looped Transformers

Artur Back de Luca, Kimon Fountoulakis

ICML 2024arXiv:2402.01107
27
citations