Aligning AI With Shared Human Values

5 August 2020

Papers citing "Aligning AI With Shared Human Values"

50 / 347 papers shown

Title
Interpretation modeling: Social grounding of sentences by reasoning over their implicit moral judgments Liesbeth Allein Maria Mihaela Trucscva Marie-Francine Moens 20 1 0 27 Nov 2023
Case Repositories: Towards Case-Based Reasoning for AI Alignment K. J. Kevin Feng Quan Ze Chen Inyoung Cheong King Xia Amy X. Zhang 25 10 0 18 Nov 2023
MOKA: Moral Knowledge Augmentation for Moral Event Extraction Xinliang Frederick Zhang Winston Wu Nick Beauchamp Lu Wang 35 7 0 16 Nov 2023
LifeTox: Unveiling Implicit Toxicity in Life Advice Minbeom Kim Jahyun Koo Hwanhee Lee Joonsuk Park Hwaran Lee Kyomin Jung 8 6 0 16 Nov 2023
How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities Lingbo Mo Boshi Wang Muhao Chen Huan Sun 29 27 0 15 Nov 2023
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks Hao Peng Xiaozhi Wang Jianhui Chen Weikai Li Y. Qi ... Zhili Wu Kaisheng Zeng Bin Xu Lei Hou Juanzi Li 24 27 0 15 Nov 2023
Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Values Jing Yao Xiaoyuan Yi Xiting Wang Yifan Gong Xing Xie 22 21 0 15 Nov 2023
Generalization Analogies: A Testbed for Generalizing AI Oversight to Hard-To-Measure Domains Joshua Clymer Garrett Baker Rohan Subramani Sam Wang 14 6 0 13 Nov 2023
MART: Improving LLM Safety with Multi-round Automatic Red-Teaming Suyu Ge Chunting Zhou Rui Hou Madian Khabsa Yi-Chia Wang Qifan Wang Jiawei Han Yuning Mao AAML LRM 19 93 0 13 Nov 2023
Online Advertisements with LLMs: Opportunities and Challenges S. Feizi Mohammadtaghi Hajiaghayi Keivan Rezaei Suho Shin OffRL 11 10 0 11 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 31 106 0 09 Nov 2023
Mini Minds: Exploring Bebeshka and Zlata Baby Models Irina Proskurina Guillaume Metzler Julien Velcin ALM 19 1 0 06 Nov 2023
Can LLMs Follow Simple Rules? Norman Mu Sarah Chen Zifan Wang Sizhe Chen David Karamardian Lulwa Aljeraisy Basel Alomair Dan Hendrycks David A. Wagner ALM 18 26 0 06 Nov 2023
MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks Allen Nie Yuhui Zhang Atharva Amdekar Chris Piech Tatsunori Hashimoto Tobias Gerstenberg 18 33 0 30 Oct 2023
EtiCor: Corpus for Analyzing LLMs for Etiquettes Ashutosh Dwivedi Pradhyumna Lavania Ashutosh Modi 15 19 0 29 Oct 2023
MindLLM: Pre-training Lightweight Large Language Model from Scratch, Evaluations and Domain Applications Yizhe Yang Huashan Sun Jiawei Li Runheng Liu Yinghao Li Yuhang Liu Heyan Huang Yang Gao ALM LRM 8 8 0 24 Oct 2023
DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence Understanding Xiao-Yu Guo Yuan-Fang Li Gholamreza Haffari 17 1 0 24 Oct 2023
An In-Context Schema Understanding Method for Knowledge Base Question Answering Yantao Liu Zixuan Li Xiaolong Jin Yucan Guo Long Bai Saiping Guan Jiafeng Guo Xueqi Cheng 22 1 0 22 Oct 2023
Values, Ethics, Morals? On the Use of Moral Concepts in NLP Research Karina Vida Judith Simon Anne Lauscher 13 17 0 21 Oct 2023
Denevil: Towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning Shitong Duan Xiaoyuan Yi Peng Zhang T. Lu Xing Xie Ning Gu 16 9 0 17 Oct 2023
Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms Seungju Han Junhyeok Kim Jack Hessel Liwei Jiang Jiwan Chung Yejin Son Yejin Choi Youngjae Yu 13 2 0 16 Oct 2023
$Is Certifying $\ell_p$ Robustness Still Worthwhile?$ Is Certifying $\ell_p$ Robustness Still Worthwhile? Ravi Mangal Klas Leino Zifan Wang Kai Hu Weicheng Yu Corina S. Pasareanu Anupam Datta Matt Fredrikson AAML OOD 25 1 0 13 Oct 2023
Impact of Guidance and Interaction Strategies for LLM Use on Learner Performance and Perception Harsh Kumar Ilya Musabirov Mohi Reza Jiakai Shi Xinyuan Wang Joseph Jay Williams Anastasia Kuzminykh Michael Liut 19 29 0 13 Oct 2023
The Past, Present and Better Future of Feedback Learning in Large Language Models for Subjective Human Preferences and Values Hannah Rose Kirk Andrew M. Bean Bertie Vidgen Paul Röttger Scott A. Hale ALM 19 41 0 11 Oct 2023
Case Law Grounding: Aligning Judgments of Humans and AI on Socially-Constructed Concepts Quan Ze Chen Amy X. Zhang ELM 56 6 0 10 Oct 2023
Aligning Language Models with Human Preferences via a Bayesian Approach Jiashuo Wang Haozhao Wang Shichao Sun Wenjie Li ALM 27 12 0 09 Oct 2023
STREAM: Social data and knowledge collective intelligence platform for TRaining Ethical AI Models Yuwei Wang Enmeng Lu Zizhe Ruan Yao Liang Yi Zeng AI4TS 24 4 0 09 Oct 2023
LoFT: Local Proxy Fine-tuning For Improving Transferability Of Adversarial Attacks Against Large Language Model Muhammad Ahmed Shah Roshan S. Sharma Hira Dhamyal R. Olivier Ankit Shah ... Massa Baali Soham Deshmukh Michael Kuhlmann Bhiksha Raj Rita Singh AAML 25 19 0 02 Oct 2023
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information Retrieval Yiyao Yu Junjie Wang Yuxiang Zhang Lin Zhang Yujiu Yang Tetsuya Sakai 25 1 0 02 Oct 2023
ValueDCG: Measuring Comprehensive Human Value Understanding Ability of Language Models Zhaowei Zhang Fengshuo Bai Jun Gao Yaodong Yang PILM ELM 10 3 0 30 Sep 2023
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration Qiushi Sun Zhangyue Yin Xiang Li Zhiyong Wu Xipeng Qiu Lingpeng Kong LRM LLMAG 22 44 0 30 Sep 2023
The Confidence-Competence Gap in Large Language Models: A Cognitive Study Aniket Kumar Singh Suman Devkota Bishal Lamichhane Uttam Dhakal Chandra Dhakal LRM 24 9 0 28 Sep 2023
Large Language Model Alignment: A Survey Tianhao Shen Renren Jin Yufei Huang Chuang Liu Weilong Dong Zishan Guo Xinwei Wu Yan Liu Deyi Xiong LM&MA 14 177 0 26 Sep 2023
Probing the Moral Development of Large Language Models through Defining Issues Test Kumar Tanmay Aditi Khandelwal Utkarsh Agarwal Monojit Choudhury LRM 6 14 0 23 Sep 2023
On the Relationship between Skill Neurons and Robustness in Prompt Tuning Leon Ackermann Xenia Ohmer AAML 16 0 0 21 Sep 2023
An Evaluation of GPT-4 on the ETHICS Dataset Sergey Rodionov Z. Goertzel Ben Goertzel 19 4 0 19 Sep 2023
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning Rajasekhar Reddy Mekala Yasaman Razeghi Sameer Singh LRM 16 9 0 16 Sep 2023
Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics Haoqin Tu Bingchen Zhao Chen Wei Cihang Xie MLLM 26 13 0 13 Sep 2023
SafetyBench: Evaluating the Safety of Large Language Models Zhexin Zhang Leqi Lei Lindong Wu Rui Sun Yongkang Huang Chong Long Xiao Liu Xuanyu Lei Jie Tang Minlie Huang LRM LM&MA ELM 29 89 0 13 Sep 2023
Beyond Traditional Teaching: The Potential of Large Language Models and Chatbots in Graduate Engineering Education M. Abedi Ibrahem Alshybani M. Shahadat M. Murillo 28 13 0 09 Sep 2023
Gesture-Informed Robot Assistance via Foundation Models Li-Heng Lin Yuchen Cui Yilun Hao Fei Xia Dorsa Sadigh LM&Ro SLR 13 19 0 06 Sep 2023
Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties Taylor Sorensen Liwei Jiang Jena D. Hwang Sydney Levine Valentina Pyatkin ... Kavel Rao Chandra Bhagavatula Maarten Sap J. Tasioulas Yejin Choi SLR 16 50 0 02 Sep 2023
Curating Naturally Adversarial Datasets for Learning-Enabled Medical Cyber-Physical Systems Sydney Pugh I. Ruchkin Insup Lee James Weimer AAML OOD 11 0 0 01 Sep 2023
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning Weirui Kuang Bingchen Qian Zitao Li Daoyuan Chen Dawei Gao Xuchen Pan Yuexiang Xie Yaliang Li Bolin Ding Jingren Zhou FedML 8 112 0 01 Sep 2023
Is the U.S. Legal System Ready for AI's Challenges to Human Values? Inyoung Cheong Aylin Caliskan Tadayoshi Kohno SILM ELM AILaw 16 1 0 30 Aug 2023
Rethinking Machine Ethics -- Can LLMs Perform Moral Reasoning through the Lens of Moral Theories? Jingyan Zhou Minda Hu Junan Li Xiaoying Zhang Xixin Wu Irwin King Helen M. Meng LRM 42 24 0 29 Aug 2023
AI Deception: A Survey of Examples, Risks, and Potential Solutions Peter S. Park Simon Goldstein Aidan O'Gara Michael Chen Dan Hendrycks 25 139 0 28 Aug 2023
The Poison of Alignment Aibek Bekbayev Sungbae Chun Yerzat Dulat James Yamazaki 20 9 0 25 Aug 2023
From Instructions to Intrinsic Human Values -- A Survey of Alignment Goals for Big Models Jing Yao Xiaoyuan Yi Xiting Wang Jindong Wang Xing Xie ALM 14 42 0 23 Aug 2023
Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment Rishabh Bhardwaj Soujanya Poria ELM 17 127 0 18 Aug 2023