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The Efficiency Spectrum of Large Language Models: An Algorithmic Survey (AI summary)
Tianyu Ding, Tianyi Chen, Haidong Zhu, Jiachen Jiang, Yiqi Zhong, Jinxin Zhou, Guangzhi Wang, Zhihui Zhu, Ilya Zharkov, Luming Liang
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Economics Arena for Large Language Models (AI summary)
Shangmin Guo, Haoran Bu, Haochuan Wang, Yi Ren, Dianbo Sui, Yuming Shang, Siting Lu
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Effective Long-Context Scaling of Foundation Models (AI summary)
Wenhan Xiong, Jingyu Liu, Igor Molybog, Hejia Zhang, Prajjwal Bhargava, Rui Hou, Louis Martin, Rashi Rungta, Karthik Abinav Sankararaman, Barlas Oguz, Madian Khabsa, Han Fang, Yashar Mehdad, Sharan Narang, Kshitiz Malik, Angela Fan, Shruti Bhosale, Sergey Edunov, Mike Lewis, Sinong Wang, Hao Ma
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Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4 (AI summary)
Sondos Mahmoud Bsharat, Aidar Myrzakhan, Zhiqiang Shen
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Med-Flamingo: a Multimodal Medical Few-shot Learner (AI summary)
Michael Moor, Qian Huang, Shirley Wu, Michihiro Yasunaga, Cyril Zakka, Yash Dalmia, Eduardo Pontes Reis, Pranav Rajpurkar, Jure Leskovec
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Retrieval-Augmented Generation for Large Language Models: A Survey (AI summary)
Yunfan Gao, Yun Xiong, Xinyu Gao, Kangxiang Jia, Jinliu Pan, Yuxi Bi, Yi Dai, Jiawei Sun, Haofen Wang
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Large Language Models Understand and Can be Enhanced by Emotional Stimuli (AI summary)
Cheng Li, Jindong Wang, Yixuan Zhang, Kaijie Zhu, Wenxin Hou, Jianxun Lian, Fang Luo, Qiang Yang, Xing Xie
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Large Language Models as Optimizers (AI Summary)
Chengrun Yang, Xuezhi Wang, Yifeng Lu, Hanxiao Liu, Quoc V Le, Denny Zhou, Xinyun Chen
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Universal and Transferable Adversarial Attacks on Aligned Language Models (AI summary)
Andy Zou, Zifan Wang, Nicholas Carlini, Milad Nasr, J. Zico Kolter, Matt Fredrikson
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Exploiting Novel GPT-4 APIs (AI summary)
Kellin Pelrine, Mohammad Taufeeque, Michał Zając, Euan McLean, Adam Gleave
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