Determinants of LLM-assisted Decision-Making

27 February 2024

Papers citing "Determinants of LLM-assisted Decision-Making"

36 / 36 papers shown

Title
Systematic Bias in Large Language Models: Discrepant Response Patterns in Binary vs. Continuous Judgment Tasks Yi-Long Lu C. Zhang Wei Wang 34 0 0 28 Apr 2025
A closer look at how large language models trust humans: patterns and biases Valeria Lerman Yaniv Dover LLMAG 39 0 0 22 Apr 2025
$AI, Help Me Think$\unicode{x2014}$but for Myself: Assisting People in Complex Decision-Making by Providing Different Kinds of Cognitive Support$ AI, Help Me Think $\unicode{x2014}$ but for Myself: Assisting People in Complex Decision-Making by Providing Different Kinds of Cognitive Support Leon Reicherts Z. Zhang Elisabeth von Oswald Yuanting Liu Yvonne Rogers Mariam Hassib 34 1 0 09 Apr 2025
Generative AI in Knowledge Work: Design Implications for Data Navigation and Decision-Making Bhada Yun Dana Feng Ace S. Chen Afshin Nikzad Niloufar Salehi 54 1 0 24 Mar 2025
Large Language Models-Aided Program Debloating Bo Lin Shangwen Wang Yihao Qin Liqian Chen Xiaoguang Mao 50 0 0 12 Mar 2025
LREF: A Novel LLM-based Relevance Framework for E-commerce Tian Tang Zhixing Tian Zhenyu Zhu Chenyang Wang Haiqing Hu Guoyu Tang Lin Liu Sulong Xu 60 0 0 12 Mar 2025
Efficient Federated Search for Retrieval-Augmented Generation R. Guerraoui Anne-Marie Kermarrec Diana Petrescu Rafael Pires Mathis Randl M. Vos RALM 86 0 0 26 Feb 2025
HARBOR: Exploring Persona Dynamics in Multi-Agent Competition Kenan Jiang Li Xiong Fei Liu 58 0 0 17 Feb 2025
ArgMed-Agents: Explainable Clinical Decision Reasoning with LLM Disscusion via Argumentation Schemes Shengxin Hong Liang Xiao Xin Zhang Jian-Xing Chen LRM 45 2 0 31 Dec 2024
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent Haohang Li Yupeng Cao Yangyang Yu Shashidhar Reddy Javaji Zhiyang Deng ... J. Huang Lingfei Qian Xueqing Peng Qianqian Xie Jordan W. Suchow AIFin 51 4 0 24 Dec 2024
SurgBox: Agent-Driven Operating Room Sandbox with Surgery Copilot Jinlin Wu Xusheng Liang Xuexue Bai Zhen Chen 74 2 0 06 Dec 2024
Enhancing Trust in Large Language Models with Uncertainty-Aware Fine-Tuning R. Krishnan Piyush Khanna Omesh Tickoo HILM 72 1 0 03 Dec 2024
A Comprehensive Evaluation of Cognitive Biases in LLMs Simon Malberg Roman Poletukhin Carolin M. Schuster Georg Groh ELM 32 5 0 20 Oct 2024
STRUX: An LLM for Decision-Making with Structured Explanations Yiming Lu Yebowen Hu H. Foroosh Wei Jin Fei Liu 26 0 0 16 Oct 2024
SEAL: SEmantic-Augmented Imitation Learning via Language Model Chengyang Gu Yuxin Pan Haotian Bai Hui Xiong Yize Chen 27 0 0 03 Oct 2024
Comparing Criteria Development Across Domain Experts, Lay Users, and Models in Large Language Model Evaluation Annalisa Szymanski Simret Araya Gebreegziabher Oghenemaro Anuyah Ronald A Metoyer T. Li ALM ELM 32 6 0 02 Oct 2024
DeFine: Enhancing LLM Decision-Making with Factor Profiles and Analogical Reasoning Yebowen Hu Xiaoyang Wang Wenlin Yao Yiming Lu Daoan Zhang H. Foroosh Dong Yu Fei Liu 36 4 0 02 Oct 2024
Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models Qingcheng Zeng Mingyu Jin Qinkai Yu Zhenting Wang Wenyue Hua ... Felix Juefei Xu Kaize Ding Fan Yang Ruixiang Tang Yongfeng Zhang AAML 38 10 0 15 Jul 2024
Large Language Models for Wearable Sensor-Based Human Activity Recognition, Health Monitoring, and Behavioral Modeling: A Survey of Early Trends, Datasets, and Challenges Emilio Ferrara LM&MA 39 13 0 09 Jul 2024
Evaluating Human-AI Collaboration: A Review and Methodological Framework George Fragiadakis Christos Diou George Kousiouris Mara Nikolaidou 59 12 0 09 Jul 2024
Exploring Human-LLM Conversations: Mental Models and the Originator of Toxicity Johannes Schneider Arianna Casanova Flores Anne-Catherine Kranz 47 2 0 08 Jul 2024
VIVA: A Benchmark for Vision-Grounded Decision-Making with Human Values Zhe Hu Yixiao Ren Jing Li Yu Yin VLM 31 4 0 03 Jul 2024
CogErgLLM: Exploring Large Language Model Systems Design Perspective Using Cognitive Ergonomics Azmine Toushik Wasi 39 0 0 03 Jul 2024
The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models Bolei Ma Xinpeng Wang Tiancheng Hu Anna Haensch Michael A. Hedderich Barbara Plank Frauke Kreuter ALM 37 2 0 16 Jun 2024
AI Agents Under Threat: A Survey of Key Security Challenges and Future Pathways Zehang Deng Yongjian Guo Changzhou Han Wanlun Ma Junwu Xiong Sheng Wen Yang Xiang 44 23 0 04 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 39 11 0 01 Jun 2024
Large Language Models for UAVs: Current State and Pathways to the Future Shumaila Javaid Nasir Saeed Bin He 37 17 0 02 May 2024
Learning To Guide Human Decision Makers With Vision-Language Models Debodeep Banerjee Stefano Teso Burcu Sayin Andrea Passerini 37 1 0 25 Mar 2024
Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs Changrong Xiao Wenxing Ma Qingping Song Sean Xin Xu Kunpeng Zhang Yufang Wang Qi Fu AI4Ed 23 15 0 12 Jan 2024
Exploring the Reversal Curse and Other Deductive Logical Reasoning in BERT and GPT-Based Large Language Models Da Wu Jing Yang Kai Wang LRM 18 5 0 06 Dec 2023
Capturing Humans' Mental Models of AI: An Item Response Theory Approach Markelle Kelly Aakriti Kumar Padhraic Smyth M. Steyvers 29 13 0 15 May 2023
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System Yunfan Gao Tao Sheng Youlin Xiang Yun Xiong Haofen Wang Jiawei Zhang RALM KELM 129 265 0 25 Mar 2023
Analogy Generation by Prompting Large Language Models: A Case Study of InstructGPT B. Bhavya Jinjun Xiong Chengxiang Zhai LRM 45 42 0 09 Oct 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 364 8,495 0 28 Jan 2022
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 242 592 0 14 Jul 2021
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI Alon Jacovi Ana Marasović Tim Miller Yoav Goldberg 252 426 0 15 Oct 2020