Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI Assistant
Fuente:
arXiv
Saved in:
| Main Authors: | He, Gaole, Aishwarya, Nilay, Gadiraju, Ujwal |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition
by: He, Gaole, et al.
Published: (2025)
by: He, Gaole, et al.
Published: (2025)
The Impact of Imperfect XAI on Human-AI Decision-Making
by: Morrison, Katelyn, et al.
Published: (2023)
by: Morrison, Katelyn, et al.
Published: (2023)
Plan-Then-Execute: An Empirical Study of User Trust and Team Performance When Using LLM Agents As A Daily Assistant
by: He, Gaole, et al.
Published: (2025)
by: He, Gaole, et al.
Published: (2025)
Incentive-Tuning: Understanding and Designing Incentives for Empirical Human-AI Decision-Making Studies
by: Kaur, Simran, et al.
Published: (2026)
by: Kaur, Simran, et al.
Published: (2026)
From SERPs to Sound: How Search Engine Result Pages and AI-generated Podcasts Interact to Influence User Attitudes on Controversial Topics
by: Wang, Junjie, et al.
Published: (2026)
by: Wang, Junjie, et al.
Published: (2026)
Should XAI Nudge Human Decisions with Explanation Biasing?
by: Fukuchi, Yosuke, et al.
Published: (2024)
by: Fukuchi, Yosuke, et al.
Published: (2024)
When Life Gives You AI, Will You Turn It Into A Market for Lemons? Understanding How Information Asymmetries About AI System Capabilities Affect Market Outcomes and Adoption
by: Erlei, Alexander, et al.
Published: (2026)
by: Erlei, Alexander, et al.
Published: (2026)
Improving Health Professionals' Onboarding with AI and XAI for Trustworthy Human-AI Collaborative Decision Making
by: Lee, Min Hun, et al.
Published: (2024)
by: Lee, Min Hun, et al.
Published: (2024)
XAI for All: Can Large Language Models Simplify Explainable AI?
by: Mavrepis, Philip, et al.
Published: (2024)
by: Mavrepis, Philip, et al.
Published: (2024)
Tell me more: Intent Fulfilment Framework for Enhancing User Experiences in Conversational XAI
by: Wijekoon, Anjana, et al.
Published: (2024)
by: Wijekoon, Anjana, et al.
Published: (2024)
When Bias Backfires: The Modulatory Role of Counterfactual Explanations on the Adoption of Algorithmic Bias in XAI-Supported Human Decision-Making
by: Kuhl, Ulrike, et al.
Published: (2025)
by: Kuhl, Ulrike, et al.
Published: (2025)
Mind the Gap! Choice Independence in Using Multilingual LLMs for Persuasive Co-Writing Tasks in Different Languages
by: Biswas, Shreyan, et al.
Published: (2025)
by: Biswas, Shreyan, et al.
Published: (2025)
Agentic Explainability at Scale: Between Corporate Fears and XAI Needs
by: Elsayed, Yomna, et al.
Published: (2026)
by: Elsayed, Yomna, et al.
Published: (2026)
Should We Tailor the Talk? Understanding the Impact of Conversational Styles on Preference Elicitation in Conversational Recommender Systems
by: Kostric, Ivica, et al.
Published: (2025)
by: Kostric, Ivica, et al.
Published: (2025)
Incremental XAI: Memorable Understanding of AI with Incremental Explanations
by: Bo, Jessica Y., et al.
Published: (2024)
by: Bo, Jessica Y., et al.
Published: (2024)
Seamful XAI: Operationalizing Seamful Design in Explainable AI
by: Ehsan, Upol, et al.
Published: (2022)
by: Ehsan, Upol, et al.
Published: (2022)
Dynamic Explanation Emphasis in Human-XAI Interaction with Communication Robot
by: Fukuchi, Yosuke, et al.
Published: (2024)
by: Fukuchi, Yosuke, et al.
Published: (2024)
What Makes for a Good Saliency Map? Comparing Strategies for Evaluating Saliency Maps in Explainable AI (XAI)
by: Kares, Felix, et al.
Published: (2025)
by: Kares, Felix, et al.
Published: (2025)
Predicting Biased Human Decision-Making with Large Language Models in Conversational Settings
by: Pilli, Stephen, et al.
Published: (2026)
by: Pilli, Stephen, et al.
Published: (2026)
An Empirical Exploration of Trust Dynamics in LLM Supply Chains
by: Balayn, Agathe, et al.
Published: (2024)
by: Balayn, Agathe, et al.
Published: (2024)
Know Your Users! Estimating User Domain Knowledge in Conversational Recommenders
by: Kostric, Ivica, et al.
Published: (2025)
by: Kostric, Ivica, et al.
Published: (2025)
Not All Trust is the Same: Effects of Decision Workflow and Explanations in Human-AI Decision Making
by: Spillner, Laura, et al.
Published: (2026)
by: Spillner, Laura, et al.
Published: (2026)
Using Learning Theories to Evolve Human-Centered XAI: Future Perspectives and Challenges
by: Cortinas-Lorenzo, Karina, et al.
Published: (2026)
by: Cortinas-Lorenzo, Karina, et al.
Published: (2026)
Why is plausibility surprisingly problematic as an XAI criterion?
by: Jin, Weina, et al.
Published: (2023)
by: Jin, Weina, et al.
Published: (2023)
XEQ Scale for Evaluating XAI Experience Quality
by: Wijekoon, Anjana, et al.
Published: (2024)
by: Wijekoon, Anjana, et al.
Published: (2024)
Comparables XAI: Faithful Example-based AI Explanations with Counterfactual Trace Adjustments
by: Zhang, Yifan, et al.
Published: (2026)
by: Zhang, Yifan, et al.
Published: (2026)
Integrating Evidence into the Design of XAI and AI-based Decision Support Systems: A Means-End Framework for End-users in Construction
by: Love, Peter E. D., et al.
Published: (2024)
by: Love, Peter E. D., et al.
Published: (2024)
Belief Updating and Delegation in Multi-Task Human-AI Interaction: Evidence from Controlled Simulations
by: Biswas, Shreyan, et al.
Published: (2026)
by: Biswas, Shreyan, et al.
Published: (2026)
The Who in XAI: How AI Background Shapes Perceptions of AI Explanations
by: Ehsan, Upol, et al.
Published: (2021)
by: Ehsan, Upol, et al.
Published: (2021)
Explainable AI Reloaded: Challenging the XAI Status Quo in the Era of Large Language Models
by: Ehsan, Upol, et al.
Published: (2024)
by: Ehsan, Upol, et al.
Published: (2024)
Benchmarking XAI Explanations with Human-Aligned Evaluations
by: Kazmierczak, Rémi, et al.
Published: (2024)
by: Kazmierczak, Rémi, et al.
Published: (2024)
From Control to Foresight: Simulation as a New Paradigm for Human-Agent Collaboration
by: He, Gaole, et al.
Published: (2026)
by: He, Gaole, et al.
Published: (2026)
Transferable XAI: Relating Understanding Across Domains with Explanation Transfer
by: Wang, Fei, et al.
Published: (2026)
by: Wang, Fei, et al.
Published: (2026)
Exploring Conversational Agents as an Effective Tool for Measuring Cognitive Biases in Decision-Making
by: Pilli, Stephen
Published: (2024)
by: Pilli, Stephen
Published: (2024)
User Misconceptions of LLM-Based Conversational Programming Assistants
by: O'Brien, Gabrielle, et al.
Published: (2025)
by: O'Brien, Gabrielle, et al.
Published: (2025)
Not All Explanations are Created Equal: Investigating the Pitfalls of Current XAI Evaluation
by: Shymanski, Joe, et al.
Published: (2025)
by: Shymanski, Joe, et al.
Published: (2025)
ChoiceMates: Supporting Unfamiliar Online Decision-Making with Multi-Agent Conversational Interactions
by: Park, Jeongeon, et al.
Published: (2023)
by: Park, Jeongeon, et al.
Published: (2023)
False Sense of Security in Explainable Artificial Intelligence (XAI)
by: Chung, Neo Christopher, et al.
Published: (2024)
by: Chung, Neo Christopher, et al.
Published: (2024)
Conversational AI as a Coding Assistant: Understanding Programmers' Interactions with and Expectations from Large Language Models for Coding
by: Akhoroz, Mehmet, et al.
Published: (2025)
by: Akhoroz, Mehmet, et al.
Published: (2025)
Agentic Explainable Artificial Intelligence (Agentic XAI) Approach To Explore Better Explanation
by: Yamaguchi, Tomoaki, et al.
Published: (2025)
by: Yamaguchi, Tomoaki, et al.
Published: (2025)
Similar Items
-
Fine-Grained Appropriate Reliance: Human-AI Collaboration with a Multi-Step Transparent Decision Workflow for Complex Task Decomposition
by: He, Gaole, et al.
Published: (2025) -
The Impact of Imperfect XAI on Human-AI Decision-Making
by: Morrison, Katelyn, et al.
Published: (2023) -
Plan-Then-Execute: An Empirical Study of User Trust and Team Performance When Using LLM Agents As A Daily Assistant
by: He, Gaole, et al.
Published: (2025) -
Incentive-Tuning: Understanding and Designing Incentives for Empirical Human-AI Decision-Making Studies
by: Kaur, Simran, et al.
Published: (2026) -
From SERPs to Sound: How Search Engine Result Pages and AI-generated Podcasts Interact to Influence User Attitudes on Controversial Topics
by: Wang, Junjie, et al.
Published: (2026)