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
Multi-Layer Attention is the Amplifier of Demonstration Effectiveness Dingzirui Wang Xuangliang Zhang Keyan Xu Qingfu Zhu Wanxiang Che Yang Deng 32 0 0 01 Aug 2025
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 Qi Zhang Xuanjing Huang ELM 156 1 0 03 Jun 2025
Exploring In-context Example Generation for Machine Translation Dohyun Lee Seungil Lee Chanwoo Yang Yujin Baek Jaegul Choo 84 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 81 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 167 6 0 26 Oct 2024
Auto-Demo Prompting: Leveraging Generated Outputs as Demonstrations for Enhanced Batch Prompting Longyu Feng Mengze Hong Chen Jason Zhang 95 2 0 02 Oct 2024
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks Dingzirui Wang Xuanliang Zhang Qiguang Chen Longxu Dou Xiao Xu ... Qingfu Zhu Wanxiang Che Binhua Li Fei Huang Yongbin Li 124 1 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 530 804 0 19 Sep 2023