Papers citing "Constitutional AI: Harmlessness from AI Feedback"

50 / 1,122 papers shown

Title
Learning Interpretable Concepts: Unifying Causal Representation Learning and Foundation Models Goutham Rajendran Simon Buchholz Bryon Aragam Bernhard Schölkopf Pradeep Ravikumar AI4CE 96 21 0 14 Feb 2024
MaxMin-RLHF: Towards Equitable Alignment of Large Language Models with Diverse Human Preferences Souradip Chakraborty Jiahao Qiu Hui Yuan Alec Koppel Furong Huang Dinesh Manocha Amrit Singh Bedi Mengdi Wang ALM 49 48 0 14 Feb 2024
Rethinking Machine Unlearning for Large Language Models Sijia Liu Yuanshun Yao Jinghan Jia Stephen Casper Nathalie Baracaldo ... Hang Li Kush R. Varshney Mohit Bansal Sanmi Koyejo Yang Liu AILaw MU 79 84 0 13 Feb 2024
GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements Alex Havrilla Sharath Raparthy Christoforus Nalmpantis Jane Dwivedi-Yu Maksym Zhuravinskyi Eric Hambro Roberta Railneau ReLM LRM 41 51 0 13 Feb 2024
COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability Xing-ming Guo Fangxu Yu Huan Zhang Lianhui Qin Bin Hu AAML 117 73 0 13 Feb 2024
PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models Fei Deng Qifei Wang Wei Wei Matthias Grundmann Tingbo Hou EGVM 25 15 0 13 Feb 2024
A Dense Reward View on Aligning Text-to-Image Diffusion with Preference Shentao Yang Tianqi Chen Mingyuan Zhou EGVM 34 23 0 13 Feb 2024
BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models Haotian Sun Yuchen Zhuang Wei Wei Chao Zhang Bo Dai 27 3 0 13 Feb 2024
Active Preference Learning for Large Language Models William Muldrew Peter Hayes Mingtian Zhang David Barber 39 16 0 12 Feb 2024
Large Language Models as Agents in Two-Player Games Yang Liu Peng Sun Hang Li LLMAG 45 3 0 12 Feb 2024
Suppressing Pink Elephants with Direct Principle Feedback Louis Castricato Nathan Lile Suraj Anand Hailey Schoelkopf Siddharth Verma Stella Biderman 66 10 0 12 Feb 2024
Towards Unified Alignment Between Agents, Humans, and Environment Zonghan Yang An Liu Zijun Liu Kai Liu Fangzhou Xiong ... Zhenhe Zhang Fuwen Luo Zhicheng Guo Peng Li Yang Liu 32 4 0 12 Feb 2024
Step-On-Feet Tuning: Scaling Self-Alignment of LLMs via Bootstrapping Haoyu Wang Guozheng Ma Ziqiao Meng Zeyu Qin Li Shen ... Liu Liu Yatao Bian Tingyang Xu Xueqian Wang Peilin Zhao 65 15 0 12 Feb 2024
Antagonistic AI Alice Cai Ian Arawjo Elena L. Glassman 43 3 0 12 Feb 2024
ODIN: Disentangled Reward Mitigates Hacking in RLHF Lichang Chen Chen Zhu Davit Soselia Jiuhai Chen Dinesh Manocha Tom Goldstein Heng-Chiao Huang M. Shoeybi Bryan Catanzaro AAML 50 54 0 11 Feb 2024
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model Chen Ye Wei Xiong Yuheng Zhang Nan Jiang Tong Zhang OffRL 38 9 0 11 Feb 2024
How do Large Language Models Navigate Conflicts between Honesty and Helpfulness? Ryan Liu T. Sumers Ishita Dasgupta Thomas Griffiths LLMAG 43 14 0 11 Feb 2024
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning Rui Ye Wenhao Wang Jingyi Chai Dihan Li Zexi Li Yinda Xu Yaxin Du Yanfeng Wang Siheng Chen ALM FedML AIFin 11 79 0 10 Feb 2024
Feedback Loops With Language Models Drive In-Context Reward Hacking Alexander Pan Erik Jones Meena Jagadeesan Jacob Steinhardt KELM 53 25 0 09 Feb 2024
V-STaR: Training Verifiers for Self-Taught Reasoners Arian Hosseini Xingdi Yuan Nikolay Malkin Rameswar Panda Alessandro Sordoni Rishabh Agarwal ReLM LRM 54 106 0 09 Feb 2024
Fight Back Against Jailbreaking via Prompt Adversarial Tuning Yichuan Mo Yuji Wang Zeming Wei Yisen Wang AAML SILM 49 25 0 09 Feb 2024
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation Xianghe Pang Shuo Tang Rui Ye Yuxin Xiong Bolun Zhang Yanfeng Wang Siheng Chen 122 28 0 08 Feb 2024
Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation and Echopraxia Guangyu Shen Shuyang Cheng Kai-xian Zhang Guanhong Tao Shengwei An Lu Yan Zhuo Zhang Shiqing Ma Xiangyu Zhang 20 11 0 08 Feb 2024
Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs Xuandong Zhao Lei Li Yu-Xiang Wang 55 10 0 08 Feb 2024
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications Boyi Wei Kaixuan Huang Yangsibo Huang Tinghao Xie Xiangyu Qi Mengzhou Xia Prateek Mittal Mengdi Wang Peter Henderson AAML 63 84 0 07 Feb 2024
A Roadmap to Pluralistic Alignment Taylor Sorensen Jared Moore Jillian R. Fisher Mitchell L. Gordon Niloofar Mireshghallah ... Liwei Jiang Ximing Lu Nouha Dziri Tim Althoff Yejin Choi 65 82 0 07 Feb 2024
Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning Hao Zhao Maksym Andriushchenko Francesco Croce Nicolas Flammarion ALM 97 44 0 07 Feb 2024
Direct Language Model Alignment from Online AI Feedback Shangmin Guo Biao Zhang Tianlin Liu Tianqi Liu Misha Khalman ... Thomas Mesnard Yao-Min Zhao Bilal Piot Johan Ferret Mathieu Blondel ALM 42 132 0 07 Feb 2024
The Future of Cognitive Strategy-enhanced Persuasive Dialogue Agents: New Perspectives and Trends Mengqi Chen Bin Guo Hao Wang Haoyu Li Qian Zhao Jingqi Liu Yasan Ding Yan Pan Zhiwen Yu LLMAG 38 1 0 07 Feb 2024
HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal Mantas Mazeika Long Phan Xuwang Yin Andy Zou Zifan Wang ... Nathaniel Li Steven Basart Bo Li David A. Forsyth Dan Hendrycks AAML 35 327 0 06 Feb 2024
"Task Success" is not Enough: Investigating the Use of Video-Language Models as Behavior Critics for Catching Undesirable Agent Behaviors L. Guan Yifan Zhou Denis Liu Yantian Zha H. B. Amor Subbarao Kambhampati LM&Ro 39 16 0 06 Feb 2024
RL-VLM-F: Reinforcement Learning from Vision Language Foundation Model Feedback Yufei Wang Zhanyi Sun Jesse Zhang Zhou Xian Erdem Biyik David Held Zackory M. Erickson VLM 55 51 0 06 Feb 2024
Nevermind: Instruction Override and Moderation in Large Language Models Edward Kim ALM 26 0 0 05 Feb 2024
DeAL: Decoding-time Alignment for Large Language Models James Y. Huang Sailik Sengupta Daniele Bonadiman Yi-An Lai Arshit Gupta Nikolaos Pappas Saab Mansour Katrin Kirchoff Dan Roth 64 29 0 05 Feb 2024
Position: What Can Large Language Models Tell Us about Time Series Analysis Ming Jin Yifan Zhang Wei Chen Kexin Zhang Keli Zhang Bin Yang Jindong Wang Shirui Pan Qingsong Wen AI4TS 34 16 0 05 Feb 2024
Aligner: Efficient Alignment by Learning to Correct Jiaming Ji Boyuan Chen Hantao Lou Chongye Guo Borong Zhang Xuehai Pan Juntao Dai Tianyi Qiu Yaodong Yang 34 28 0 04 Feb 2024
Jailbreaking Attack against Multimodal Large Language Model Zhenxing Niu Haoxuan Ji Xinbo Gao Gang Hua Rong Jin 50 61 0 04 Feb 2024
Calibration and Correctness of Language Models for Code Claudio Spiess David Gros Kunal Suresh Pai Michael Pradel Md Rafiqul Islam Rabin Amin Alipour Susmit Jha Prem Devanbu Toufique Ahmed 68 19 0 03 Feb 2024
Panacea: Pareto Alignment via Preference Adaptation for LLMs Yifan Zhong Chengdong Ma Xiaoyuan Zhang Ziran Yang Haojun Chen Qingfu Zhang Siyuan Qi Yaodong Yang 62 31 0 03 Feb 2024
The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models M. Pternea Prerna Singh Abir Chakraborty Y. Oruganti M. Milletarí Sayli Bapat Kebei Jiang OffRL 33 7 0 02 Feb 2024
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning D. Bhattacharjya Junkyu Lee Don Joven Agravante Balaji Ganesan Radu Marinescu LLMAG 38 1 0 02 Feb 2024
TrustAgent: Towards Safe and Trustworthy LLM-based Agents through Agent Constitution Wenyue Hua Xianjun Yang Zelong Li Cheng Wei Yongfeng Zhang LLMAG 40 13 0 02 Feb 2024
Human-like Category Learning by Injecting Ecological Priors from Large Language Models into Neural Networks Akshay K. Jagadish Julian Coda-Forno Mirko Thalmann Eric Schulz Marcel Binz 24 4 0 02 Feb 2024
Developing and Evaluating a Design Method for Positive Artificial Intelligence Willem van der Maden Derek Lomas P. Hekkert 30 0 0 02 Feb 2024
Rethinking the Role of Proxy Rewards in Language Model Alignment Sungdong Kim Minjoon Seo SyDa ALM 31 0 0 02 Feb 2024
Dense Reward for Free in Reinforcement Learning from Human Feedback Alex J. Chan Hao Sun Samuel Holt M. Schaar 26 32 0 01 Feb 2024
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing Fangkai Jiao Chengwei Qin Zhengyuan Liu Nancy F. Chen Chenyu You LRM 29 29 0 01 Feb 2024
Computational Experiments Meet Large Language Model Based Agents: A Survey and Perspective Qun Ma Xiao Xue Deyu Zhou Xiangning Yu Donghua Liu ... Yifan Shen Peilin Ji Juanjuan Li Gang Wang Wanpeng Ma AI4CE LM&Ro LLMAG 21 7 0 01 Feb 2024
On Prompt-Driven Safeguarding for Large Language Models Chujie Zheng Fan Yin Hao Zhou Fandong Meng Jie Zhou Kai-Wei Chang Minlie Huang Nanyun Peng AAML 52 48 0 31 Jan 2024
Biospheric AI Marcin Korecki 24 0 0 31 Jan 2024