Aligning AI With Shared Human Values

5 August 2020

Papers citing "Aligning AI With Shared Human Values"

50 / 347 papers shown

Title
Scalable Language Model with Generalized Continual Learning Bohao Peng Zhuotao Tian Shu Liu Mingchang Yang Jiaya Jia ALM CLL KELM 24 13 0 11 Apr 2024
High-Dimension Human Value Representation in Large Language Models Samuel Cahyawijaya Delong Chen Yejin Bang Leila Khalatbari Bryan Wilie Ziwei Ji Etsuko Ishii Pascale Fung 63 5 0 11 Apr 2024
Frontier AI Ethics: Anticipating and Evaluating the Societal Impacts of Generative Agents Seth Lazar SILM 29 1 0 10 Apr 2024
CulturalTeaming: AI-Assisted Interactive Red-Teaming for Challenging LLMs' (Lack of) Multicultural Knowledge Yu Ying Chiu Amirhossein Ajalloeian Maria Antoniak Chan Young Park Shuyue Stella Li Mehar Bhatia Sahithya Ravi Yulia Tsvetkov Vered Shwartz Yejin Choi 36 20 0 10 Apr 2024
SafetyPrompts: a Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety Paul Röttger Fabio Pernisi Bertie Vidgen Dirk Hovy ELM KELM 58 30 0 08 Apr 2024
Language Models as Critical Thinking Tools: A Case Study of Philosophers Andre Ye Jared Moore Rose Novick Amy X. Zhang KELM ELM LRM LLMAG 23 7 0 06 Apr 2024
Conifer: Improving Complex Constrained Instruction-Following Ability of Large Language Models Haoran Sun Lixin Liu Junjie Li Fengyu Wang Baohua Dong Ran Lin Ruohui Huang 25 14 0 03 Apr 2024
NumeroLogic: Number Encoding for Enhanced LLMs' Numerical Reasoning Eli Schwartz Leshem Choshen J. Shtok Sivan Doveh Leonid Karlinsky Assaf Arbelle 28 13 0 30 Mar 2024
Contextual Moral Value Alignment Through Context-Based Aggregation Pierre L. Dognin Jesus Rios Ronny Luss Inkit Padhi Matthew D Riemer Miao Liu P. Sattigeri Manish Nagireddy Kush R. Varshney Djallel Bouneffouf 39 5 0 19 Mar 2024
Enhancing Data Quality in Federated Fine-Tuning of Foundation Models Wanru Zhao Yaxin Du Nicholas D. Lane Siheng Chen Yanfeng Wang 30 3 0 07 Mar 2024
The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning Nathaniel Li Alexander Pan Anjali Gopal Summer Yue Daniel Berrios ... Yan Shoshitaishvili Jimmy Ba K. Esvelt Alexandr Wang Dan Hendrycks ELM 43 140 0 05 Mar 2024
Birbal: An efficient 7B instruct-model fine-tuned with curated datasets Ashvini Jindal P. Rajpoot Ankur P. Parikh 30 6 0 04 Mar 2024
Evaluating Quantized Large Language Models Shiyao Li Xuefei Ning Luning Wang Tengxuan Liu Xiangsheng Shi Shengen Yan Guohao Dai Huazhong Yang Yu-Xiang Wang MQ 43 42 0 28 Feb 2024
Exploring Multilingual Concepts of Human Value in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? Shaoyang Xu Weilong Dong Zishan Guo Xinwei Wu Deyi Xiong 33 6 0 28 Feb 2024
FairBelief -- Assessing Harmful Beliefs in Language Models Mattia Setzu Marta Marchiori Manerba Pasquale Minervini Debora Nozza 21 0 0 27 Feb 2024
Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models Xiaolong Wang Yile Wang Yuan Zhang Fuwen Luo Peng Li Maosong Sun Yang Janet Liu LRM 27 0 0 27 Feb 2024
Language Agents as Optimizable Graphs Mingchen Zhuge Wenyi Wang Louis Kirsch Francesco Faccio Dmitrii Khizbullin Jürgen Schmidhuber LLMAG 29 19 0 26 Feb 2024
Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models Paul Röttger Valentin Hofmann Valentina Pyatkin Musashi Hinck Hannah Rose Kirk Hinrich Schütze Dirk Hovy ELM 21 53 0 26 Feb 2024
Eagle: Ethical Dataset Given from Real Interactions Masahiro Kaneko Danushka Bollegala Timothy Baldwin 38 3 0 22 Feb 2024
KorNAT: LLM Alignment Benchmark for Korean Social Values and Common Knowledge Jiyoung Lee Minwoo Kim Seungho Kim Junghwan Kim Seunghyun Won Hwaran Lee Edward Choi ALM 29 11 0 21 Feb 2024
Incentive Compatibility for AI Alignment in Sociotechnical Systems: Positions and Prospects Zhaowei Zhang Fengshuo Bai Mingzhi Wang Haoyang Ye Chengdong Ma Yaodong Yang 27 4 0 20 Feb 2024
Enabling Weak LLMs to Judge Response Reliability via Meta Ranking Zijun Liu Boqun Kou Peng Li Ming Yan Ji Zhang Fei Huang Yang Janet Liu 24 2 0 19 Feb 2024
Uncovering Latent Human Wellbeing in Language Model Embeddings Pedro Freire ChengCheng Tan Adam Gleave Dan Hendrycks Scott Emmons 30 1 0 19 Feb 2024
RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations Haolan Zhan Zhuang Li Xiaoxi Kang Tao Feng Yuncheng Hua ... Linhao Luo Lay-Ki Soon Zhaleh Semnani Azad Ingrid Zukerman Gholamreza Haffari 45 8 0 17 Feb 2024
Towards better Human-Agent Alignment: Assessing Task Utility in LLM-Powered Applications Negar Arabzadeh Julia Kiseleva Qingyun Wu Chi Wang Ahmed Hassan Awadallah Victor C. Dibia Adam Fourney Charles L. A. Clarke LLMAG 29 7 0 14 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 80 0 07 Feb 2024
Do Moral Judgment and Reasoning Capability of LLMs Change with Language? A Study using the Multilingual Defining Issues Test Aditi Khandelwal Utkarsh Agarwal Kumar Tanmay Monojit Choudhury ELM LRM 22 6 0 03 Feb 2024
TrustAgent: Towards Safe and Trustworthy LLM-based Agents through Agent Constitution Wenyue Hua Xianjun Yang Zelong Li Cheng Wei Yongfeng Zhang LLMAG 29 4 0 02 Feb 2024
Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement Xin Quan Marco Valentino Louise A. Dennis André Freitas LRM 15 11 0 01 Feb 2024
Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning Jeongwoo Park Enrico Liscio P. Murukannaiah AILaw 20 4 0 30 Jan 2024
LongHealth: A Question Answering Benchmark with Long Clinical Documents Lisa Christine Adams Felix Busch T. Han Jean-Baptiste Excoffier Matthieu Ortala Alexander Loser Hugo J. W. L. Aerts Jakob Nikolas Kather Daniel Truhn Keno Bressem ELM LM&MA AI4MH 39 9 0 25 Jan 2024
Towards Socially and Morally Aware RL agent: Reward Design With LLM Zhaoyue Wang 12 2 0 23 Jan 2024
Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint Zhipeng Chen Kun Zhou Wayne Xin Zhao Junchen Wan Fuzheng Zhang Di Zhang Ji-Rong Wen KELM 31 32 0 11 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 55 56 0 11 Jan 2024
Concept Alignment Sunayana Rane Polyphony J. Bruna Ilia Sucholutsky Christopher Kello Thomas L. Griffiths CVBM 31 7 0 09 Jan 2024
MERA: A Comprehensive LLM Evaluation in Russian Alena Fenogenova Artem Chervyakov Nikita Martynov Anastasia Kozlova Maria Tikhonova ... Nikita Savushkin Polina Mikhailova Denis Dimitrov Alexander Panchenko Sergey Markov ELM 28 10 0 09 Jan 2024
Gemini in Reasoning: Unveiling Commonsense in Multimodal Large Language Models Yuqing Wang Yun Zhao VLM ReLM LRM 24 22 0 29 Dec 2023
Assessing the Impact of Prompting Methods on ChatGPT's Mathematical Capabilities Yuhao Chen Chloe Wong Hanwen Yang Juan Aguenza Sai Bhujangari ... Eric Phuong Minghao Liu Raja Kumar Vanshika Vats James Davis 32 1 0 22 Dec 2023
Learning Human-like Representations to Enable Learning Human Values Andrea Wynn Ilia Sucholutsky Thomas L. Griffiths 16 4 0 21 Dec 2023
ALMANACS: A Simulatability Benchmark for Language Model Explainability Edmund Mills Shiye Su Stuart J. Russell Scott Emmons 46 7 0 20 Dec 2023
Catwalk: A Unified Language Model Evaluation Framework for Many Datasets Dirk Groeneveld Anas Awadalla Iz Beltagy Akshita Bhagia Ian H. Magnusson Hao Peng Oyvind Tafjord Pete Walsh Kyle Richardson Jesse Dodge 111 1 0 15 Dec 2023
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision Collin Burns Pavel Izmailov Jan Hendrik Kirchner Bowen Baker Leo Gao ... Adrien Ecoffet Manas Joglekar Jan Leike Ilya Sutskever Jeff Wu ELM 39 258 0 14 Dec 2023
CBQ: Cross-Block Quantization for Large Language Models Xin Ding Xiaoyu Liu Zhijun Tu Yun-feng Zhang Wei Li ... Hanting Chen Yehui Tang Zhiwei Xiong Baoqun Yin Yunhe Wang MQ 27 12 0 13 Dec 2023
SM70: A Large Language Model for Medical Devices Anubhav Bhatti Surajsinh Parmar San Lee LM&MA AI4MH 23 2 0 12 Dec 2023
Cross Fertilizing Empathy from Brain to Machine as a Value Alignment Strategy Devin Gonier Adrian Adduci Cassidy LoCascio 16 0 0 10 Dec 2023
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following Renze Lou Kai Zhang Jian Xie Yuxuan Sun Janice Ahn Hanzi Xu Yu Su Wenpeng Yin 29 26 0 05 Dec 2023
Tree of Attacks: Jailbreaking Black-Box LLMs Automatically Anay Mehrotra Manolis Zampetakis Paul Kassianik Blaine Nelson Hyrum Anderson Yaron Singer Amin Karbasi 30 201 0 04 Dec 2023
Hashmarks: Privacy-Preserving Benchmarks for High-Stakes AI Evaluation P. Bricman 19 0 0 01 Dec 2023
Foundational Moral Values for AI Alignment Betty Hou Brian Patrick Green 19 0 0 28 Nov 2023
A Survey of the Evolution of Language Model-Based Dialogue Systems Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 53 20 0 28 Nov 2023