"arithmetic reasoning" Papers

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Conference

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Paper Type

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Balancing Act: Diversity and Consistency in Large Language Model Ensembles

Ahmed Abdulaal, Chen Jin, Nina Montaña-Brown et al.

ICLR 2025

Language Imbalance Driven Rewarding for Multilingual Self-improving

Wen Yang, Junhong Wu, Chen Wang et al.

ICLR 2025arXiv:2410.08964
23
citations

Learning to Better Search with Language Models via Guided Reinforced Self-Training

Seungyong Moon, Bumsoo Park, Hyun Oh Song

NEURIPS 2025arXiv:2410.02992
3
citations

Looped Transformers for Length Generalization

Ying Fan, Yilun Du, Kannan Ramchandran et al.

ICLR 2025arXiv:2409.15647
41
citations

Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning

Md Rifat Arefin, Gopeshh Raaj Subbaraj, Nicolas Gontier et al.

ICLR 2025arXiv:2411.02344
5
citations

Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning

Subhabrata Dutta, Ishan Pandey, Joykirat Singh et al.

AAAI 2024paperarXiv:2312.05571
7
citations

Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks

Yixuan Weng, Minjun Zhu, Fei Xia et al.

ICLR 2024arXiv:2304.01665
12
citations

Prompt Sketching for Large Language Models

Luca Beurer-Kellner, Mark Müller, Marc Fischer et al.

ICML 2024arXiv:2311.04954
6
citations