Title
Multi-objective Large Language Model Alignment with Hierarchical Experts Zhuo Li Guodong DU Weiyang Guo Yigeng Zhou Xiucheng Li ... Fangming Liu Yequan Wang Deheng Ye Min Zhang Jing Li ALM MoE 41 0 0 27 May 2025
Safety Alignment via Constrained Knowledge Unlearning Zesheng Shi Yucheng Zhou Jing Li MU KELM AAML 60 2 0 24 May 2025
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models Sihang Li Houcheng Jiang Kun Wang Yunshan Ma Shi Jie Xiangnan He Tat-Seng Chua Tat-seng Chua KELM 84 49 0 03 Oct 2024
Knowledge Fusion By Evolving Weights of Language Models Guodong DU Yiyao Cao Hanting Liu Runhua Jiang Shuyang Yu Yifei Guo Sim Kuan Goh Jing Li MoMe 57 15 0 18 Jun 2024
How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States Zhenhong Zhou Haiyang Yu Xinghua Zhang Rongwu Xu Fei Huang Yongbin Li 71 34 0 09 Jun 2024
Detoxifying Large Language Models via Knowledge Editing Meng Wang Ningyu Zhang Ziwen Xu Zekun Xi Shumin Deng Yunzhi Yao Qishen Zhang Linyi Yang Jindong Wang Huajun Chen KELM 65 62 0 21 Mar 2024
A StrongREJECT for Empty Jailbreaks Alexandra Souly Qingyuan Lu Dillon Bowen Tu Trinh Elvis Hsieh ... Pieter Abbeel Justin Svegliato Scott Emmons Olivia Watkins Sam Toyer 63 77 0 15 Feb 2024
Secrets of RLHF in Large Language Models Part II: Reward Modeling Bing Wang Rui Zheng Luyao Chen Yan Liu Shihan Dou ... Qi Zhang Xipeng Qiu Xuanjing Huang Zuxuan Wu Yuanyuan Jiang ALM 75 106 0 11 Jan 2024
The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning Bill Yuchen Lin Abhilasha Ravichander Ximing Lu Nouha Dziri Melanie Sclar Khyathi Chandu Chandra Bhagavatula Yejin Choi 44 183 0 04 Dec 2023
Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization Zhexin Zhang Junxiao Yang Pei Ke Fei Mi Hongning Wang Minlie Huang AAML 35 122 0 15 Nov 2023
Knowledge Editing for Large Language Models: A Survey Song Wang Yaochen Zhu Haochen Liu Zaiyi Zheng Chen Chen Wenlin Yao KELM 101 152 0 24 Oct 2023
Mistral 7B Albert Q. Jiang Alexandre Sablayrolles A. Mensch Chris Bamford Devendra Singh Chaplot ... Teven Le Scao Thibaut Lavril Thomas Wang Timothée Lacroix William El Sayed MoE LRM 40 2,102 0 10 Oct 2023
Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation Xinshuo Hu Dongfang Li Baotian Hu Zihao Zheng Zhenyu Liu Hao Fei KELM MU 67 29 0 16 Aug 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 206 11,636 0 18 Jul 2023
Jailbroken: How Does LLM Safety Training Fail? Alexander Wei Nika Haghtalab Jacob Steinhardt 163 928 0 05 Jul 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 291 3,712 0 29 May 2023
Editing Large Language Models: Problems, Methods, and Opportunities Yunzhi Yao Peng Wang Bo Tian Shuyang Cheng Zhoubo Li Shumin Deng Huajun Chen Ningyu Zhang KELM 63 295 0 22 May 2023
Can We Edit Factual Knowledge by In-Context Learning? Ce Zheng Lei Li Qingxiu Dong Yuxuan Fan Zhiyong Wu Jingjing Xu Baobao Chang KELM 52 199 0 22 May 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 661 13,788 0 15 Mar 2023
Using In-Context Learning to Improve Dialogue Safety Nicholas Meade Spandana Gella Devamanyu Hazarika Prakhar Gupta Di Jin Siva Reddy Yang Liu Dilek Z. Hakkani-Tür 74 40 0 02 Feb 2023
Transformer-Patcher: One Mistake worth One Neuron Zeyu Huang Songlin Yang Xiaofeng Zhang Jie Zhou Wenge Rong Zhang Xiong KELM 63 174 0 24 Jan 2023
Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts Skyler Hallinan Alisa Liu Yejin Choi Maarten Sap 27 37 0 20 Dec 2022
Mass-Editing Memory in a Transformer Kevin Meng Arnab Sen Sharma A. Andonian Yonatan Belinkov David Bau KELM VLM 95 543 0 13 Oct 2022
Memory-Based Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Christopher D. Manning Chelsea Finn KELM 69 337 0 13 Jun 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 158 1,308 0 10 Feb 2022
A General Language Assistant as a Laboratory for Alignment Amanda Askell Yuntao Bai Anna Chen Dawn Drain Deep Ganguli ... Tom B. Brown Jack Clark Sam McCandlish C. Olah Jared Kaplan ALM 96 762 0 01 Dec 2021
Transformer Feed-Forward Layers Are Key-Value Memories Mor Geva R. Schuster Jonathan Berant Omer Levy KELM 113 792 0 29 Dec 2020
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 104 1,652 0 27 Aug 2018
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 173 2,610 0 09 May 2017