Spotlight "instruction tuning" Papers

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The Best Instruction-Tuning Data are Those That Fit

Dylan Zhang, Qirun Dai, Hao Peng

NEURIPS 2025spotlightarXiv:2502.04194

Sparse is Enough in Fine-tuning Pre-trained Large Language Models

Weixi Song, Zuchao Li, Lefei Zhang et al.

ICML 2024spotlightarXiv:2312.11875

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

Yujia Qin, Shihao Liang, Yining Ye et al.

ICLR 2024spotlightarXiv:2307.16789