Purifying Large Language Models by Ensembling a Small Language Model

Purifying Large Language Models by Ensembling a Small Language Model

19 February 2024

Yang Liu

Papers citing "Purifying Large Language Models by Ensembling a Small Language Model"

16 / 16 papers shown

Title
Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering Jihao Zhao Chunlai Zhou Biao Qin 50 0 0 05 May 2025
Position: Enough of Scaling LLMs! Lets Focus on Downscaling Ayan Sengupta Yash Goel Tanmoy Chakraborty 34 0 0 02 May 2025
Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey Shuang Tian Tao Zhang J. Liu Jiacheng Wang Xuangou Wu ... Ruichen Zhang W. Zhang Zhenhui Yuan Shiwen Mao Dong In Kim 48 0 0 22 Apr 2025
Embodied-R: Collaborative Framework for Activating Embodied Spatial Reasoning in Foundation Models via Reinforcement Learning Baining Zhao Z. Wang Jianjie Fang Chen Gao Fanhang Man Jinqiang Cui Xin Wang Xinlei Chen Y. Li Wenwu Zhu LM&Ro VLM LRM 56 1 0 17 Apr 2025
Ensemble Learning for Large Language Models in Text and Code Generation: A Survey Mari Ashiga Wei Jie Fan Wu Vardan K. Voskanyan Fateme Dinmohammadi P. Brookes Jingzhi Gong Zheng Wang 38 0 0 13 Mar 2025
Harnessing Multiple Large Language Models: A Survey on LLM Ensemble Zhijun Chen Jingzheng Li Pengpeng Chen Zhuoran Li Kai Sun Yuankai Luo Qianren Mao Dingqi Yang Hailong Sun Philip S. Yu ELM 50 3 0 25 Feb 2025
Copyright-Protected Language Generation via Adaptive Model Fusion Javier Abad Konstantin Donhauser Francesco Pinto Fanny Yang 74 1 0 09 Dec 2024
Speculative Coreset Selection for Task-Specific Fine-tuning Xiaoyu Zhang Juan Zhai Shiqing Ma Chao Shen Tianlin Li Weipeng Jiang Yang Liu 30 1 0 02 Oct 2024
Hit the Sweet Spot! Span-Level Ensemble for Large Language Models Yangyifan Xu Jianghao Chen Junhong Wu Jiajun Zhang MoE 22 2 0 27 Sep 2024
Strong Copyright Protection for Language Models via Adaptive Model Fusion Javier Abad Konstantin Donhauser Francesco Pinto Fanny Yang 35 4 0 29 Jul 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 29 18 0 08 Jul 2024
Large Language Model Sentinel: LLM Agent for Adversarial Purification Guang Lin Qibin Zhao Qibin Zhao AAML 40 2 0 24 May 2024
Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization Costas Mavromatis Petros Karypis George Karypis MoMe 24 23 0 17 Apr 2024
Who's Harry Potter? Approximate Unlearning in LLMs Ronen Eldan M. Russinovich MU MoMe 101 172 0 03 Oct 2023
A Survey on Ensemble Learning under the Era of Deep Learning Yongquan Yang Haijun Lv Ning Chen OOD 61 180 0 21 Jan 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,424 0 23 Jan 2020