A Diachronic Perspective on User Trust in AI under Uncertainty

A Diachronic Perspective on User Trust in AI under Uncertainty

20 October 2023

Mennatallah El-Assady

Mrinmaya Sachan

Papers citing "A Diachronic Perspective on User Trust in AI under Uncertainty"

11 / 11 papers shown

Title
The Call for Socially Aware Language Technologies Diyi Yang Dirk Hovy David Jurgens Barbara Plank VLM 61 11 0 24 Feb 2025
Mind the Confidence Gap: Overconfidence, Calibration, and Distractor Effects in Large Language Models Prateek Chhikara 49 1 0 16 Feb 2025
Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers on LLM-based Evaluation Dongryeol Lee Yerin Hwang Yongil Kim Joonsuk Park Kyomin Jung ELM 78 5 0 28 Oct 2024
A Survey on the Honesty of Large Language Models Siheng Li Cheng Yang Taiqiang Wu Chufan Shi Yuji Zhang ... Jie Zhou Yujiu Yang Ngai Wong Xixin Wu Wai Lam HILM 35 5 0 27 Sep 2024
Rel-A.I.: An Interaction-Centered Approach To Measuring Human-LM Reliance Kaitlyn Zhou Jena D. Hwang Xiang Ren Nouha Dziri Dan Jurafsky Maarten Sap 43 3 0 10 Jul 2024
The Illusion of Competence: Evaluating the Effect of Explanations on Users' Mental Models of Visual Question Answering Systems Judith Sieker Simeon Junker R. Utescher Nazia Attari H. Wersing Hendrik Buschmeier Sina Zarrieß 30 1 0 27 Jun 2024
AI-Assisted Human Evaluation of Machine Translation Vilém Zouhar Tom Kocmi Mrinmaya Sachan 48 5 0 18 Jun 2024
Calibrating Large Language Models Using Their Generations Only Dennis Ulmer Martin Gubri Hwaran Lee Sangdoo Yun Seong Joon Oh UQLM 432 18 1 09 Mar 2024
Interpreting Predictive Probabilities: Model Confidence or Human Label Variation? Joris Baan Raquel Fernández Barbara Plank Wilker Aziz 51 10 0 25 Feb 2024
Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty Kaitlyn Zhou Jena D. Hwang Xiang Ren Maarten Sap 36 54 0 12 Jan 2024
Calibration Attacks: A Comprehensive Study of Adversarial Attacks on Model Confidence Stephen Obadinma Xiaodan Zhu Hongyu Guo AAML 14 1 0 05 Jan 2024