Aligning AI With Shared Human Values

5 August 2020

Papers citing "Aligning AI With Shared Human Values"

50 / 347 papers shown

Title
NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context Ben Yao Qiuchi Li Yazhou Zhang Siyu Yang Bohan Zhang Prayag Tiwari Jing Qin 26 0 0 13 May 2025
Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma2 Vytenis Šliogeris Povilas Daniušis Arturas Nakvosas CLL 32 0 0 09 May 2025
Advancing and Benchmarking Personalized Tool Invocation for LLMs X. Huang Yuefeng Huang W. Liu Xingshan Zeng Y. Wang Ruiming Tang Hong Xie Defu Lian 50 0 0 07 May 2025
FineScope : Precision Pruning for Domain-Specialized Large Language Models Using SAE-Guided Self-Data Cultivation Chaitali Bhattacharyya Yeseong Kim 45 0 0 01 May 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong X. Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Yu Jiang ALM ELM 84 1 0 26 Apr 2025
Auditing the Ethical Logic of Generative AI Models W. Russell Neuman Chad Coleman Ali Dasdan Safinah Ali Manan Shah ELM LRM 68 1 0 24 Apr 2025
The Digital Cybersecurity Expert: How Far Have We Come? Dawei Wang Geng Zhou Xianglong Li Yu Bai Li Chen Ting Qin Jian Sun D. Li ELM 57 0 0 16 Apr 2025
CLASH: Evaluating Language Models on Judging High-Stakes Dilemmas from Multiple Perspectives Ayoung Lee Ryan Sungmo Kwon Peter Railton Lu Wang ELM 49 0 0 15 Apr 2025
HELIOS: Adaptive Model And Early-Exit Selection for Efficient LLM Inference Serving Avinash Kumar Shashank Nag Jason Clemons L. John Poulami Das 26 0 0 14 Apr 2025
Visual moral inference and communication Warren Zhu Aida Ramezani Yang Xu 31 0 0 12 Apr 2025
RAISE: Reinforenced Adaptive Instruction Selection For Large Language Models Lv Qingsong Yangning Li Zihua Lan Zishan Xu Jiwei Tang Yinghui Li Wenhao Jiang Hai-tao Zheng Philip S. Yu 32 0 0 09 Apr 2025
Separator Injection Attack: Uncovering Dialogue Biases in Large Language Models Caused by Role Separators Xitao Li H. Wang Jiang Wu Ting Liu AAML 26 0 0 08 Apr 2025
PipeDec: Low-Latency Pipeline-based Inference with Dynamic Speculative Decoding towards Large-scale Models Haofei Yin Mengbai Xiao Rouzhou Lu Xiao Zhang Dongxiao Yu Guanghui Zhang AI4CE 24 0 0 05 Apr 2025
Entropy-Based Block Pruning for Efficient Large Language Models Liangwei Yang Yuhui Xu Juntao Tan Doyen Sahoo S. Caiming Xiong H. Wang Shelby Heinecke AAML 23 0 0 04 Apr 2025
Register Always Matters: Analysis of LLM Pretraining Data Through the Lens of Language Variation A. Myntti Erik Henriksson Veronika Laippala S. Pyysalo 31 0 0 02 Apr 2025
From TOWER to SPIRE: Adding the Speech Modality to a Text-Only LLM Kshitij Ambilduke Ben Peters Sonal Sannigrahi Anil Keshwani Tsz Kin Lam Bruno Martins Marcely Zanon Boito André F. T. Martins 47 0 0 13 Mar 2025
Backtracking for Safety Bilgehan Sel Dingcheng Li Phillip Wallis Vaishakh Keshava Ming Jin Siddhartha Reddy Jonnalagadda KELM 55 0 0 11 Mar 2025
Stay Focused: Problem Drift in Multi-Agent Debate Jonas Becker Lars Benedikt Kaesberg Andreas Stephan Jan Philip Wahle Terry Ruas Bela Gipp 57 1 0 26 Feb 2025
Speaking the Right Language: The Impact of Expertise Alignment in User-AI Interactions Shramay Palta Nirupama Chandrasekaran Rachel Rudinger Scott Counts 57 0 0 25 Feb 2025
Are Sparse Autoencoders Useful? A Case Study in Sparse Probing Subhash Kantamneni Joshua Engels Senthooran Rajamanoharan Max Tegmark Neel Nanda 59 5 0 23 Feb 2025
Self-Taught Agentic Long Context Understanding Yufan Zhuang Xiaodong Yu Jialian Wu X. Sun Z. Wang Jiang Liu Yusheng Su Jingbo Shang Zicheng Liu Emad Barsoum LRM 36 0 0 21 Feb 2025
Are Rules Meant to be Broken? Understanding Multilingual Moral Reasoning as a Computational Pipeline with UniMoral Shivani Kumar David Jurgens LRM 41 0 0 21 Feb 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 81 1 0 21 Feb 2025
Obliviate: Efficient Unmemorization for Protecting Intellectual Property in Large Language Models M. Russinovich Ahmed Salem MU CLL 57 0 0 20 Feb 2025
Mind the Gap! Choice Independence in Using Multilingual LLMs for Persuasive Co-Writing Tasks in Different Languages Shreyan Biswas Alexander Erlei U. Gadiraju 103 4 0 13 Feb 2025
The Odyssey of the Fittest: Can Agents Survive and Still Be Good? Dylan Waldner Risto Miikkulainen 51 0 0 08 Feb 2025
Breaking Focus: Contextual Distraction Curse in Large Language Models Yue Huang Yanbo Wang Zixiang Xu Chujie Gao Siyuan Wu Jiayi Ye Xiuying Chen Pin-Yu Chen X. Zhang AAML 43 1 0 03 Feb 2025
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models Yibin Wang H. Shi Ligong Han Dimitris N. Metaxas Hao Wang BDL UQLM 104 6 0 28 Jan 2025
The Goofus & Gallant Story Corpus for Practical Value Alignment Md Sultan al Nahian Tasmia Tasrin Spencer Frazier Mark O. Riedl Brent Harrison 45 0 0 17 Jan 2025
HyGen: Efficient LLM Serving via Elastic Online-Offline Request Co-location Ting Sun Penghan Wang Fan Lai 113 1 0 15 Jan 2025
AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds Yinfang Chen Manish Shetty Gagan Somashekar Minghua Ma Yogesh L. Simmhan Jonathan Mace Chetan Bansal Rujia Wang Saravan Rajmohan 46 1 0 12 Jan 2025
LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs LLM-jp Akiko Aizawa Eiji Aramaki Bowen Chen Fei Cheng ... Yuya Yamamoto Yusuke Yamauchi Hitomi Yanaka Rio Yokota Koichiro Yoshino 45 14 0 31 Dec 2024
M $^3$ oralBench: A MultiModal Moral Benchmark for LVLMs Bei Yan Jie M. Zhang Zhiyuan Chen Shiguang Shan Xilin Chen ELM 41 1 0 31 Dec 2024
SilVar: Speech Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization Tan-Hanh Pham Hoang-Nam Le Phu-Vinh Nguyen Chris Ngo Truong Son-Hy AuLLM LRM 81 1 0 21 Dec 2024
ClarityEthic: Explainable Moral Judgment Utilizing Contrastive Ethical Insights from Large Language Models Yuxi Sun Wei Gao Jing Ma Hongzhan Lin Ziyang Luo Wenxuan Zhang ELM 74 0 0 17 Dec 2024
Text Is Not All You Need: Multimodal Prompting Helps LLMs Understand Humor Ashwin Baluja 65 3 0 01 Dec 2024
TAROT: Targeted Data Selection via Optimal Transport Lan Feng Fan Nie Yuejiang Liu Alexandre Alahi OT 125 1 0 30 Nov 2024
Towards Robust Evaluation of Unlearning in LLMs via Data Transformations Abhinav Joshi Shaswati Saha Divyaksh Shukla Sriram Vema Harsh Jhamtani Manas Gaur Ashutosh Modi MU 83 3 0 23 Nov 2024
Inducing Human-like Biases in Moral Reasoning Language Models Artem Karpov Seong Hah Cho Austin Meek Raymond Koopmanschap Lucy Farnik Bogdan-Ionut Cirstea LRM 66 0 0 23 Nov 2024
When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training Haonan Wang Qian Liu Chao Du Tongyao Zhu Cunxiao Du Kenji Kawaguchi Tianyu Pang 109 6 0 20 Nov 2024
Moral Persuasion in Large Language Models: Evaluating Susceptibility and Ethical Alignment Allison Huang Yulu Niki Pi Carlos Mougan 71 0 0 18 Nov 2024
Ethical Concern Identification in NLP: A Corpus of ACL Anthology Ethics Statements Antonia Karamolegkou Sandrine Schiller Hansen Ariadni Christopoulou Filippos Stamatiou Anne Lauscher Anders Søgaard 31 0 0 12 Nov 2024
Minion: A Technology Probe for Resolving Value Conflicts through Expert-Driven and User-Driven Strategies in AI Companion Applications Xianzhe Fan Qing Xiao Xuhui Zhou Yuran Su Zhicong Lu Maarten Sap Hong Shen 38 0 0 11 Nov 2024
Evaluating Moral Beliefs across LLMs through a Pluralistic Framework Xuelin Liu Yanfei Zhu Shucheng Zhu Pengyuan Liu Ying Liu Dong Yu 31 1 0 06 Nov 2024
MoD: A Distribution-Based Approach for Merging Large Language Models Quy-Anh Dang Chris Ngo MoMe VLM 21 0 0 01 Nov 2024
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following Gabrielle Kaili-May Liu Bowen Shi Avi Caciularu Idan Szpektor Arman Cohan 58 3 0 30 Oct 2024
Rethinking Data Synthesis: A Teacher Model Training Recipe with Interpretation Yifang Chen David Zhu SyDa 33 0 0 27 Oct 2024
Improving Model Evaluation using SMART Filtering of Benchmark Datasets Vipul Gupta Candace Ross David Pantoja R. Passonneau Megan Ung Adina Williams 70 1 0 26 Oct 2024
From English-Centric to Effective Bilingual: LLMs with Custom Tokenizers for Underrepresented Languages Artur Kiulian Anton Polishko M. Khandoga Yevhen Kostiuk Guillermo Gabrielli ... Hrishikesh Garud Wendy Wing Yee Mak Dmytro Chaplynskyi Selma Belhadj Amor Grigol Peradze 32 0 0 24 Oct 2024
PLDR-LLM: Large Language Model from Power Law Decoder Representations Burc Gokden 16 1 0 22 Oct 2024