"few-shot prompting" Papers

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Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models

Lei Tang, Jinghui Qin, Wenxuan Ye et al.

AAAI 2025paperarXiv:2501.01679
8
citations

Evolutionary Large Language Model for Automated Feature Transformation

Nanxu Gong, Chandan K Reddy, Wangyang Ying et al.

AAAI 2025paperarXiv:2405.16203
32
citations

HELMET: How to Evaluate Long-context Models Effectively and Thoroughly

Howard Yen, Tianyu Gao, Minmin Hou et al.

ICLR 2025
23
citations

Customizing Language Model Responses with Contrastive In-Context Learning

Xiang Gao, Kamalika Das

AAAI 2024paperarXiv:2401.17390
20
citations

In-Context Principle Learning from Mistakes

Tianjun Zhang, Aman Madaan, Luyu Gao et al.

ICML 2024arXiv:2402.05403
40
citations