"I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust

1 May 2024

Jennifer Wortman Vaughan

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Papers citing ""I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust"

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Title
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 79 0 0 25 Apr 2025
Deep Learning-based Intrusion Detection Systems: A Survey Zhiwei Xu Yujuan Wu Shiheng Wang Jiabao Gao Tian Qiu Ziqi Wang Hai Wan Xibin Zhao 16 1 0 10 Apr 2025
Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead Vidhisha Balachandran Jingya Chen Lingjiao Chen Shivam Garg Neel Joshi ... John Langford Besmira Nushi Vibhav Vineet Yue Wu Safoora Yousefi ReLM LRM 45 3 0 31 Mar 2025
Mapping the Trust Terrain: LLMs in Software Engineering -- Insights and Perspectives Dipin Khati Yijin Liu David Nader-Palacio Yixuan Zhang Denys Poshyvanyk 46 0 0 18 Mar 2025
Unequal Opportunities: Examining the Bias in Geographical Recommendations by Large Language Models Shiran Dudy Thulasi Tholeti R. Ramachandranpillai Muhammad Ali Toby Jia-Jun Li Ricardo Baeza-Yates 21 0 0 16 Mar 2025
Which Contributions Deserve Credit? Perceptions of Attribution in Human-AI Co-Creation Jessica He Stephanie Houde Justin D. Weisz 61 1 0 25 Feb 2025
ELMI: Interactive and Intelligent Sign Language Translation of Lyrics for Song Signing Suhyeon Yoo Khai-Nghi Truong Young-Ho Kim 44 0 0 24 Feb 2025
From Text to Trust: Empowering AI-assisted Decision Making with Adaptive LLM-powered Analysis Zhuoyan Li Hangxiao Zhu Zhuoran Lu Ziang Xiao Ming Yin 47 0 0 17 Feb 2025
A Taxonomy of Linguistic Expressions That Contribute To Anthropomorphism of Language Technologies Alicia DeVrio Myra Cheng Lisa Egede Alexandra Olteanu Su Lin Blodgett 37 2 0 14 Feb 2025
Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking Greta Warren Irina Shklovski Isabelle Augenstein OffRL 62 4 0 13 Feb 2025
Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies Sunnie S. Y. Kim J. Vaughan Q. V. Liao Tania Lombrozo Olga Russakovsky 81 5 0 12 Feb 2025
Plan-Then-Execute: An Empirical Study of User Trust and Team Performance When Using LLM Agents As A Daily Assistant Gaole He Gianluca Demartini U. Gadiraju LLMAG 60 4 0 03 Feb 2025
PRISMe: A Novel LLM-Powered Tool for Interactive Privacy Policy Assessment Vincent Freiberger Arthur Fleig Erik Buchmann 40 0 0 28 Jan 2025
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition Gaole He Patrick Hemmer Michael Vossing Max Schemmer U. Gadiraju 37 0 0 19 Jan 2025
OpenAI o1 System Card OpenAI OpenAI : Aaron Jaech Adam Tauman Kalai Adam Lerer ... Yuchen He Yuchen Zhang Yunyun Wang Zheng Shao Zhuohan Li ELM LRM AI4CE 77 1 0 21 Dec 2024
Can LLMs plan paths in the real world? Wanyi Chen Meng-Wen Su Nafisa Mehjabin Mary L. Cummings LLMAG LRM 93 2 0 26 Nov 2024
Contrastive Explanations That Anticipate Human Misconceptions Can Improve Human Decision-Making Skills Zana Buçinca S. Swaroop Amanda E. Paluch Finale Doshi-Velez Krzysztof Z. Gajos 39 2 0 05 Oct 2024
GenAI Advertising: Risks of Personalizing Ads with LLMs Brian Tang Kaiwen Sun Noah T. Curran F. Schaub Kang G. Shin SILM 11 2 0 23 Sep 2024
Thorns and Algorithms: Navigating Generative AI Challenges Inspired by Giraffes and Acacias Waqar Hussain 33 0 0 16 Jul 2024
From Loops to Oops: Fallback Behaviors of Language Models Under Uncertainty Maor Ivgi Ori Yoran Jonathan Berant Mor Geva HILM 38 8 0 08 Jul 2024
Leveraging Large Language Models for Integrated Satellite-Aerial-Terrestrial Networks: Recent Advances and Future Directions Shumaila Javaid R. A. Khalil Nasir Saeed Bin He Mohamed-Slim Alouini 29 8 0 05 Jul 2024
What Did I Do Wrong? Quantifying LLMs' Sensitivity and Consistency to Prompt Engineering Federico Errica G. Siracusano D. Sanvito Roberto Bifulco 67 19 0 18 Jun 2024
A Survey of Language-Based Communication in Robotics William Hunt Sarvapali D. Ramchurn Mohammad D. Soorati LM&Ro 41 11 0 06 Jun 2024
LACIE: Listener-Aware Finetuning for Confidence Calibration in Large Language Models Elias Stengel-Eskin Peter Hase Mohit Bansal 24 4 0 31 May 2024
What Lies Beneath? Exploring the Impact of Underlying AI Model Updates in AI-Infused Systems Vikram Mohanty Jude Lim Kurt Luther 13 0 0 17 Nov 2023
HIVE: Evaluating the Human Interpretability of Visual Explanations Sunnie S. Y. Kim Nicole Meister V. V. Ramaswamy Ruth C. Fong Olga Russakovsky 49 112 0 06 Dec 2021
Reducing conversational agents' overconfidence through linguistic calibration Sabrina J. Mielke Arthur Szlam Emily Dinan Y-Lan Boureau 195 108 0 30 Dec 2020