"large language model fine-tuning" Papers

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Efficient Top-m Data Values Identification for Data Selection

Xiaoqiang Lin, Xinyi Xu, See-Kiong Ng et al.

ICLR 2025

Entropy-based Activation Function Optimization: A Method on Searching Better Activation Functions

Haoyuan Sun, Zihao Wu, Bo Xia et al.

ICLR 2025
1
citations

Inverse Constitutional AI: Compressing Preferences into Principles

Arduin Findeis, Timo Kaufmann, Eyke Hüllermeier et al.

ICLR 2025arXiv:2406.06560
26
citations

Mini-batch Coresets for Memory-efficient Language Model Training on Data Mixtures

Dang Nguyen, Wenhan Yang, Rathul Anand et al.

ICLR 2025arXiv:2407.19580
7
citations

Neural Attention Search

Difan Deng, Marius Lindauer

NEURIPS 2025arXiv:2502.13251
1
citations

PaCA: Partial Connection Adaptation for Efficient Fine-Tuning

Sunghyeon Woo, Sol Namkung, SunWoo Lee et al.

ICLR 2025arXiv:2503.01905
3
citations

Second-Order Fine-Tuning without Pain for LLMs: A Hessian Informed Zeroth-Order Optimizer

Yanjun Zhao, Sizhe Dang, Haishan Ye et al.

ICLR 2025
30
citations