Aligning AI With Shared Human Values

5 August 2020

Papers citing "Aligning AI With Shared Human Values"

50 / 347 papers shown

Title
MaScQA: A Question Answering Dataset for Investigating Materials Science Knowledge of Large Language Models Mohd Zaki J. Jayadeva Mausam N. M. A. Krishnan ELM 6 4 0 17 Aug 2023
FLIRT: Feedback Loop In-context Red Teaming Ninareh Mehrabi Palash Goyal Christophe Dupuy Qian Hu Shalini Ghosh R. Zemel Kai-Wei Chang Aram Galstyan Rahul Gupta DiffM 21 55 0 08 Aug 2023
ChatMOF: An Autonomous AI System for Predicting and Generating Metal-Organic Frameworks Y. Kang Jihan Kim AI4CE LLMAG 30 12 0 01 Aug 2023
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook Mingyuan Fan Chengyu Wang Cen Chen Yang Liu Jun Huang HILM 31 3 0 31 Jul 2023
Universal and Transferable Adversarial Attacks on Aligned Language Models Andy Zou Zifan Wang Nicholas Carlini Milad Nasr J. Zico Kolter Matt Fredrikson 69 1,239 0 27 Jul 2023
Evaluating the Moral Beliefs Encoded in LLMs Nino Scherrer Claudia Shi Amir Feder David M. Blei 25 115 0 26 Jul 2023
Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations Yanda Chen Ruiqi Zhong Narutatsu Ri Chen Zhao He He Jacob Steinhardt Zhou Yu Kathleen McKeown LRM 24 47 0 17 Jul 2023
A Survey on Evaluation of Large Language Models Yu-Chu Chang Xu Wang Jindong Wang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 58 1,506 0 06 Jul 2023
Minimum Levels of Interpretability for Artificial Moral Agents Avish Vijayaraghavan C. Badea AI4CE 25 5 0 02 Jul 2023
Towards Measuring the Representation of Subjective Global Opinions in Language Models Esin Durmus Karina Nyugen Thomas I. Liao Nicholas Schiefer Amanda Askell ... Alex Tamkin Janel Thamkul Jared Kaplan Jack Clark Deep Ganguli 33 205 0 28 Jun 2023
Let's Do a Thought Experiment: Using Counterfactuals to Improve Moral Reasoning Xiao Ma Swaroop Mishra Ahmad Beirami Alex Beutel Jilin Chen ELM ReLM LRM 22 12 0 25 Jun 2023
Apolitical Intelligence? Auditing Delphi's responses on controversial political issues in the US J. H. Rystrøm 11 0 0 22 Jun 2023
Towards Theory-based Moral AI: Moral AI with Aggregating Models Based on Normative Ethical Theory Masashi Takeshita Rafal Rzepka K. Araki 13 8 0 20 Jun 2023
Toward Grounded Commonsense Reasoning Minae Kwon Hengyuan Hu Vivek Myers Siddharth Karamcheti Anca Dragan Dorsa Sadigh LM&Ro ReLM LRM 36 9 0 14 Jun 2023
The Chai Platform's AI Safety Framework Xiaoding Lu Aleksey Korshuk Z. Liu W. Beauchamp 13 2 0 05 Jun 2023
Knowledge of cultural moral norms in large language models Aida Ramezani Yang Xu ELM AILaw 24 46 0 02 Jun 2023
Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code? Bonan Kou Shengmai Chen Zhijie Wang Lei Ma Tianyi Zhang ALM 11 13 0 02 Jun 2023
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets Md Tahmid Rahman Laskar M Saiful Bari Mizanur Rahman Md Amran Hossen Bhuiyan Shafiq R. Joty J. Huang LM&MA ELM ALM 41 178 0 29 May 2023
KoSBi: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Application Hwaran Lee Seokhee Hong Joonsuk Park Takyoung Kim Gunhee Kim Jung-Woo Ha 30 28 0 28 May 2023
SQuARe: A Large-Scale Dataset of Sensitive Questions and Acceptable Responses Created Through Human-Machine Collaboration Hwaran Lee Seokhee Hong Joonsuk Park Takyoung Kim M. Cha ... Eun-Ju Lee Yong Lim Alice H. Oh San-hee Park Jung-Woo Ha 36 16 0 28 May 2023
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks Taicheng Guo Kehan Guo B. Nan Zhengwen Liang Zhichun Guo Nitesh V. Chawla Olaf Wiest Xiangliang Zhang ELM 44 126 0 27 May 2023
NormBank: A Knowledge Bank of Situational Social Norms Caleb Ziems Jane Dwivedi-Yu Yi-Chia Wang A. Halevy Diyi Yang 18 41 0 26 May 2023
Training Socially Aligned Language Models on Simulated Social Interactions Ruibo Liu Ruixin Yang Chenyan Jia Ge Zhang Denny Zhou Andrew M. Dai Diyi Yang Soroush Vosoughi ALM 18 45 0 26 May 2023
EXnet: Efficient In-context Learning for Data-less Text classification Debaditya Shome Kuldeep Yadav 12 1 0 24 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 29 6 0 21 May 2023
"Oops, Did I Just Say That?" Testing and Repairing Unethical Suggestions of Large Language Models with Suggest-Critique-Reflect Process Anna Glazkova Zongjie Li Michael Kadantsev Maksim Glazkov KELM 22 14 0 04 May 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 209 570 0 03 May 2023
Connecting the Dots in Trustworthy Artificial Intelligence: From AI Principles, Ethics, and Key Requirements to Responsible AI Systems and Regulation Natalia Díaz Rodríguez Javier Del Ser Mark Coeckelbergh Marcos López de Prado E. Herrera-Viedma Francisco Herrera XAI 27 262 0 02 May 2023
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation Patrick Fernandes Aman Madaan Emmy Liu António Farinhas Pedro Henrique Martins ... José G. C. de Souza Shuyan Zhou Tongshuang Wu Graham Neubig André F. T. Martins ALM 113 56 0 01 May 2023
Towards ethical multimodal systems Alexis Roger Esma Aïmeur Irina Rish 27 3 0 26 Apr 2023
SocialDial: A Benchmark for Socially-Aware Dialogue Systems Haolan Zhan Zhuang Li Yufei Wang Linhao Luo Tao Feng ... Lay-Ki Soon Suraj Sharma Ingrid Zukerman Zhaleh Semnani Azad Gholamreza Haffari 49 16 0 24 Apr 2023
Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark Alexander Pan Chan Jun Shern Andy Zou Nathaniel Li Steven Basart Thomas Woodside Jonathan Ng Hanlin Zhang Scott Emmons Dan Hendrycks 24 126 0 06 Apr 2023
Large AI Models in Health Informatics: Applications, Challenges, and the Future Jianing Qiu Lin Li Jiankai Sun Jiachuan Peng Peilun Shi ... Bo Xiao Wu Yuan Ningli Wang Dong Xu Benny P. L. Lo AI4MH LM&MA 40 127 0 21 Mar 2023
Towards the Scalable Evaluation of Cooperativeness in Language Models Alan Chan Maxime Riché Jesse Clifton LLMAG 12 6 0 16 Mar 2023
Personalisation within bounds: A risk taxonomy and policy framework for the alignment of large language models with personalised feedback Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 33 99 0 09 Mar 2023
Towards Safer Generative Language Models: A Survey on Safety Risks, Evaluations, and Improvements Jiawen Deng Jiale Cheng Hao-Lun Sun Zhexin Zhang Minlie Huang LM&MA ELM 26 15 0 18 Feb 2023
Commonsense Reasoning for Conversational AI: A Survey of the State of the Art Christopher Richardson Larry Heck LRM 22 8 0 15 Feb 2023
Benchmarks for Automated Commonsense Reasoning: A Survey E. Davis ELM LRM 19 57 0 09 Feb 2023
Everyone's Voice Matters: Quantifying Annotation Disagreement Using Demographic Information Ruyuan Wan Jaehyung Kim Dongyeop Kang 9 36 0 12 Jan 2023
A Multi-Level Framework for the AI Alignment Problem Betty Hou Brian Patrick Green 14 6 0 10 Jan 2023
Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits Ruibo Liu Chenyan Jia Ge Zhang Ziyu Zhuang Tony X. Liu Soroush Vosoughi 90 34 0 01 Jan 2023
Inclusive Artificial Intelligence Dilip Arumugam Shi Dong Benjamin Van Roy 33 1 0 24 Dec 2022
MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions Hao-Lun Sun Zhexin Zhang Fei Mi Yasheng Wang W. Liu Jianwei Cui Bin Wang Qun Liu Minlie Huang 29 19 0 21 Dec 2022
ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations Valentina Pyatkin Jena D. Hwang Vivek Srikumar Ximing Lu Liwei Jiang Yejin Choi Chandra Bhagavatula 24 33 0 20 Dec 2022
Despite "super-human" performance, current LLMs are unsuited for decisions about ethics and safety Joshua Albrecht Ellie Kitanidis Abraham J. Fetterman ELM ReLM ALM LRM 14 17 0 13 Dec 2022
Ensuring Visual Commonsense Morality for Text-to-Image Generation Seong-Oak Park Suhong Moon Jinkyu Kim 6 2 0 07 Dec 2022
Speaking Multiple Languages Affects the Moral Bias of Language Models Katharina Hämmerl Bjorn Deiseroth P. Schramowski Jindrich Libovický Constantin Rothkopf Alexander M. Fraser Kristian Kersting 21 31 0 14 Nov 2022
Zero-shot Visual Commonsense Immorality Prediction Yujin Jeong Seongbeom Park Suhong Moon Jinkyu Kim VLM 11 1 0 10 Nov 2022
Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE Yuling Gu Yao Fu Valentina Pyatkin Ian H. Magnusson Bhavana Dalvi Peter Clark 70 7 0 28 Oct 2022
TAPE: Assessing Few-shot Russian Language Understanding Ekaterina Taktasheva Tatiana Shavrina Alena Fenogenova Denis Shevelev Nadezhda Katricheva ... Svetlana Iordanskaia Alena Spiridonova Valentina Kurenshchikova Ekaterina Artemova Vladislav Mikhailov AAML 37 10 0 23 Oct 2022