mental model

How effective are VLMs in assisting humans in inferring the quality of mental models from Multimodal short answers? EACL 2026 Measuring User’s Mental Models of Speech Translation in Human-AI Collaboration ACL 2026 Mental Model-based Generation of Lies for Insider Threat Modeling AAAI 2026 Understanding the Role of Mental Models in User Interaction with an Adaptive Dialog Agent NAACL 2025 The Illusion of Competence: Evaluating the Effect of Explanations on Users’ Mental Models of Visual Question Answering Systems EMNLP 2024 A Diachronic Perspective on User Trust in AI under Uncertainty EMNLP 2023 Do language models have coherent mental models of everyday things? ACL 2023 Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE EMNLP 2022 Teaching Humans When to Defer to a Classifier via Exemplars AAAI 2022 “It’s our fault!”: Insights Into Users’ Understanding and Interaction With an Explanatory Collaborative Dialog System CoNLL 2021 Mental Models of AI Agents in a Cooperative Game Setting (Extended Abstract) IJCAI 2021 Robots that Help Humans Build Better Mental Models of Robots AAAI 2021 The Utility of Explainable AI in Ad Hoc Human-Machine Teaming NeurIPS 2021 Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP 2021 Transparent Intent for Explainable Shared Control in Assistive Robotics IJCAI 2020 Explaining Reinforcement Learning to Mere Mortals: An Empirical Study IJCAI 2019 Enabling Robots to Communicate Their Objectives RSS 2017 Situated Language Understanding with Human-like and Visualization-Based Transparency RSS 2016