Demonstration Augmentation for Zero-shot In-context Learning

Demonstration Augmentation for Zero-shot In-context Learning

3 June 2024

Min Zhang

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Papers citing "Demonstration Augmentation for Zero-shot In-context Learning"

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Title
EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving Shihan Dou Ming Zhang Chenhao Huang Jiayi Chen F. Chen ... Wei Chengzhi Lin Yan Qi Zhang Xuanjing Huang Xuanjing Huang ELM 63 0 0 03 Jun 2025
Exploring In-context Example Generation for Machine Translation Dohyun Lee Seungil Lee Chanwoo Yang Yujin Baek Jaegul Choo 23 0 0 31 May 2025
CrossICL: Cross-Task In-Context Learning via Unsupervised Demonstration Transfer Jinglong Gao Xiao Ding Lingxiao Zou Bing Qin Ting Liu 25 0 0 30 May 2025
DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning Xinyu Tang Xiaolei Wang Wayne Xin Zhao Ji-Rong Wen 116 6 0 26 Oct 2024
Auto-Demo Prompting: Leveraging Generated Outputs as Demonstrations for Enhanced Batch Prompting Longyu Feng Mengze Hong Chen Jason Zhang 65 2 0 02 Oct 2024
Baichuan 2: Open Large-scale Language Models Ai Ming Yang Bin Xiao Bingning Wang Borong Zhang Ce Bian ... Youxin Jiang Yuchen Gao Yupeng Zhang Guosheng Dong Zhiying Wu ELM LRM 309 755 0 19 Sep 2023