Title
XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models Min Zhang Lorenzo Malandri Fabio Mercorio Navid Nobani Andrea Seveso 92 15 0 21 Jul 2024
Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs) Apurv Verma Satyapriya Krishna Sebastian Gehrmann Madhavan Seshadri Anu Pradhan Tom Ault Leslie Barrett David Rabinowitz John Doucette Nhathai Phan 129 15 0 20 Jul 2024
Consent in Crisis: The Rapid Decline of the AI Data Commons Shayne Longpre Robert Mahari Ariel N. Lee Campbell Lund Hamidah Oderinwale ... Hanlin Li Daphne Ippolito Sara Hooker Jad Kabbara Sandy Pentland 125 42 0 20 Jul 2024
Thorns and Algorithms: Navigating Generative AI Challenges Inspired by Giraffes and Acacias Waqar Hussain 100 1 0 16 Jul 2024
Social and Ethical Risks Posed by General-Purpose LLMs for Settling Newcomers in Canada I. Nejadgholi Maryam Molamohammadi Samir Bakhtawar 102 0 0 15 Jul 2024
Evaluating AI Evaluation: Perils and Prospects John Burden ELM 98 9 0 12 Jul 2024
Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation Riccardo Cantini Giada Cosenza A. Orsino Domenico Talia AAML 126 7 0 11 Jul 2024
Limits to Predicting Online Speech Using Large Language Models Mina Remeli Moritz Hardt Robert C. Williamson 51 0 0 08 Jul 2024
AI Safety in Generative AI Large Language Models: A Survey Jaymari Chua Yun Yvonna Li Shiyi Yang Chen Wang Lina Yao LM&MA 100 19 0 06 Jul 2024
When LLMs Play the Telephone Game: Cultural Attractors as Conceptual Tools to Evaluate LLMs in Multi-turn Settings Jérémy Perez Corentin Léger Grgur Kovač Cédric Colas Gaia Molinaro Maxime Derex Pierre-Yves Oudeyer Clément Moulin-Frier 109 6 0 05 Jul 2024
The Price of Prompting: Profiling Energy Use in Large Language Models Inference E. J. Husom Arda Goknil Lwin Khin Shar Sagar Sen 121 8 0 04 Jul 2024
Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias Jayanta Sadhu Maneesha Rani Saha Rifat Shahriyar 83 4 0 03 Jul 2024
Self-Cognition in Large Language Models: An Exploratory Study Dongping Chen Jiawen Shi Yao Wan Pan Zhou Neil Zhenqiang Gong Lichao Sun LRM LLMAG 86 4 0 01 Jul 2024
ProgressGym: Alignment with a Millennium of Moral Progress Tianyi Qiu Yang Zhang Xuchuan Huang Jasmine Xinze Li Yalan Qin Yaodong Yang AI4TS 106 7 0 28 Jun 2024
Suri: Multi-constraint Instruction Following for Long-form Text Generation Chau Minh Pham Simeng Sun Mohit Iyyer ALM LRM 124 23 0 27 Jun 2024
Fairness and Bias in Multimodal AI: A Survey Tosin Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 117 10 0 27 Jun 2024
WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs Seungju Han Kavel Rao Allyson Ettinger Liwei Jiang Bill Yuchen Lin Nathan Lambert Yejin Choi Nouha Dziri 126 101 0 26 Jun 2024
AI Alignment through Reinforcement Learning from Human Feedback? Contradictions and Limitations Adam Dahlgren Lindstrom Leila Methnani Lea Krause Petter Ericson Ínigo Martínez de Rituerto de Troya Dimitri Coelho Mollo Roel Dobbe ALM 81 2 0 26 Jun 2024
Natural Language but Omitted? On the Ineffectiveness of Large Language Models' privacy policy from End-users' Perspective Shuning Zhang Haobin Xing Xin Yi Hewu Li PILM 108 0 0 26 Jun 2024
AI Risk Categorization Decoded (AIR 2024): From Government Regulations to Corporate Policies Yi Zeng Kevin Klyman Andy Zhou Yu Yang Minzhou Pan Ruoxi Jia Dawn Song Percy Liang Bo Li 98 27 0 25 Jun 2024
Adversaries Can Misuse Combinations of Safe Models Erik Jones Anca Dragan Jacob Steinhardt 69 12 0 20 Jun 2024
PostMark: A Robust Blackbox Watermark for Large Language Models Yapei Chang Kalpesh Krishna Amir Houmansadr John Wieting Mohit Iyyer 84 9 0 20 Jun 2024
GenderAlign: An Alignment Dataset for Mitigating Gender Bias in Large Language Models Tao Zhang Huiping Zhuang Yuxiang Xiao Huiping Zhuang Cen Chen James R. Foulds Shimei Pan CVBM 80 5 0 20 Jun 2024
Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing Han Jiang Xiaoyuan Yi Zhihua Wei Ziang Xiao Shu Wang Xing Xie ELM ALM 160 8 0 20 Jun 2024
Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators Matéo Mahaut Laura Aina Paula Czarnowska Momchil Hardalov Thomas Müller Lluís Marquez HILM 99 24 0 19 Jun 2024
A Survey on Human Preference Learning for Large Language Models Ruili Jiang Kehai Chen Xuefeng Bai Zhixuan He Juntao Li Muyun Yang Tiejun Zhao Liqiang Nie Min Zhang 132 9 0 17 Jun 2024
SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model Yongting Zhang Lu Chen Guodong Zheng Yifeng Gao Rui Zheng ... Yu Qiao Xuanjing Huang Feng Zhao Tao Gui Jing Shao VLM 199 33 0 17 Jun 2024
Evaluation of Large Language Models: STEM education and Gender Stereotypes Smilla Due Sneha Das Marianne Andersen Berta Plandolit López Sniff Andersen Nexø Line Clemmensen 79 1 0 14 Jun 2024
CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence Md Tanvirul Alam Dipkamal Bhusal Le Nguyen Nidhi Rastogi ELM 61 21 0 11 Jun 2024
A Synthetic Dataset for Personal Attribute Inference Hanna Yukhymenko Robin Staab Mark Vero Martin Vechev SyDa 98 12 0 11 Jun 2024
Teaching Language Models to Self-Improve by Learning from Language Feedback Chi Hu Yimin Hu Hang Cao Tong Xiao Jingbo Zhu LRM VLM 79 5 0 11 Jun 2024
Aligning Large Language Models with Representation Editing: A Control Perspective Lingkai Kong Haorui Wang Wenhao Mu Yuanqi Du Yuchen Zhuang Yifei Zhou Yue Song Rongzhi Zhang Kai Wang Chao Zhang 94 26 0 10 Jun 2024
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas Chengyuan Deng Yiqun Duan Xin Jin Heng Chang Yijun Tian ... Kuofeng Gao Sihong He Jun Zhuang Lu Cheng Haohan Wang AILaw 90 24 0 08 Jun 2024
LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models Lukas Helff Felix Friedrich Manuel Brack Kristian Kersting P. Schramowski VLM 108 1 0 07 Jun 2024
MoralBench: Moral Evaluation of LLMs Jianchao Ji Yutong Chen Mingyu Jin Wujiang Xu Wenyue Hua Yongfeng Zhang ELM 75 13 0 06 Jun 2024
The Life Cycle of Large Language Models: A Review of Biases in Education Jinsook Lee Yann Hicke Renzhe Yu Christopher A. Brooks René F. Kizilcec AI4Ed 99 2 0 03 Jun 2024
Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models Meftahul Ferdaus Mahdi Abdelguerfi Elias Ioup Kendall N. Niles Ken Pathak Steve Sloan 128 14 0 01 Jun 2024
A Robot Walks into a Bar: Can Language Models Serve as Creativity Support Tools for Comedy? An Evaluation of LLMs' Humour Alignment with Comedians Piotr Wojciech Mirowski Juliette Love K. Mathewson Shakir Mohamed 80 21 0 31 May 2024
Toxicity Detection for Free Zhanhao Hu Julien Piet Geng Zhao Jiantao Jiao David Wagner 69 7 0 29 May 2024
Tool Learning with Large Language Models: A Survey Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen LLMAG 101 107 0 28 May 2024
Learning diverse attacks on large language models for robust red-teaming and safety tuning Seanie Lee Minsu Kim Lynn Cherif David Dobre Juho Lee ... Kenji Kawaguchi Gauthier Gidel Yoshua Bengio Nikolay Malkin Moksh Jain AAML 158 20 0 28 May 2024
ReMoDetect: Reward Models Recognize Aligned LLM's Generations Hyunseok Lee Jihoon Tack Jinwoo Shin DeLMO 61 1 0 27 May 2024
ChatGPT Code Detection: Techniques for Uncovering the Source of Code Marc Oedingen Raphael C. Engelhardt Robin Denz Maximilian Hammer Wolfgang Konen DeLMO 94 9 0 24 May 2024
Spectraformer: A Unified Random Feature Framework for Transformer Duke Nguyen Du Yin Aditya Joshi Flora D. Salim 67 1 0 24 May 2024
Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure Gaurav Maheshwari A. Bellet Pascal Denis Mikaela Keller 88 1 0 23 May 2024
Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity Rheeya Uppaal Apratim De Yiting He Yiquao Zhong Junjie Hu 153 7 0 22 May 2024
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs Bilgehan Sel Priya Shanmugasundaram Mohammad Kachuee Kun Zhou Ruoxi Jia Ming Jin LRM 53 3 0 21 May 2024
Adversarial DPO: Harnessing Harmful Data for Reducing Toxicity with Minimal Impact on Coherence and Evasiveness in Dialogue Agents San Kim Gary Geunbae Lee AAML 124 3 0 21 May 2024
Can AI Relate: Testing Large Language Model Response for Mental Health Support Saadia Gabriel Isha Puri Xuhai Xu Matteo Malgaroli Marzyeh Ghassemi LM&MA AI4MH 117 15 0 20 May 2024
Sociotechnical Implications of Generative Artificial Intelligence for Information Access Bhaskar Mitra Henriette Cramer Olya Gurevich 113 2 0 19 May 2024