Paper "natural language processing" Papers

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AdaptMI: Adaptive Skill-based In-context Math Instructions for Small Language Models

Yinghui He, Abhishek Panigrahi, Yong Lin et al.

COLM 2025paperarXiv:2505.00147
3
citations

LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation

Xi Ye, Fangcong Yin, Yinghui He et al.

COLM 2025paper
15
citations

Till the Layers Collapse: Compressing a Deep Neural Network Through the Lenses of Batch Normalization Layers.

Zhu Liao, Nour Hezbri, Victor Quétu et al.

AAAI 2025paperarXiv:2412.15077

Conformal Autoregressive Generation: Beam Search with Coverage Guarantees

Nicolas Deutschmann, Marvin Alberts, María Rodríguez Martínez

AAAI 2024paperarXiv:2309.03797
20
citations

Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning

Chengzhengxu Li, Xiaoming Liu, Yichen Wang et al.

AAAI 2024paperarXiv:2308.07272
7
citations