XEQ Scale for Evaluating XAI Experience Quality
Fuente:
arXiv
Saved in:
| Main Authors: | Wijekoon, Anjana, Wiratunga, Nirmalie, Corsar, David, Martin, Kyle, Nkisi-Orji, Ikechukwu, Díaz-Agudo, Belen, Bridge, Derek |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
iSee: Advancing Multi-Shot Explainable AI Using Case-based Recommendations
by: Wijekoon, Anjana, et al.
Published: (2024)
by: Wijekoon, Anjana, et al.
Published: (2024)
RAPT: Retrieval-Augmented Post-hoc Thresholding for Multi-Label Classification
by: Jayawardena, Lasal, et al.
Published: (2026)
by: Jayawardena, Lasal, et al.
Published: (2026)
Cross-Layer Attention Probing for Fine-Grained Hallucination Detection
by: Suresh, Malavika, et al.
Published: (2025)
by: Suresh, Malavika, et al.
Published: (2025)
FedFT: Improving Communication Performance for Federated Learning with Frequency Space Transformation
by: Palihawadana, Chamath, et al.
Published: (2024)
by: Palihawadana, Chamath, et al.
Published: (2024)
CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering
by: Wiratunga, Nirmalie, et al.
Published: (2024)
by: Wiratunga, Nirmalie, et al.
Published: (2024)
Agentic Explainability at Scale: Between Corporate Fears and XAI Needs
by: Elsayed, Yomna, et al.
Published: (2026)
by: Elsayed, Yomna, et al.
Published: (2026)
Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI Assistant
by: He, Gaole, et al.
Published: (2025)
by: He, Gaole, et al.
Published: (2025)
Why is plausibility surprisingly problematic as an XAI criterion?
by: Jin, Weina, et al.
Published: (2023)
by: Jin, Weina, et al.
Published: (2023)
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)
Should XAI Nudge Human Decisions with Explanation Biasing?
by: Fukuchi, Yosuke, et al.
Published: (2024)
by: Fukuchi, Yosuke, et al.
Published: (2024)
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)
The Impact of Imperfect XAI on Human-AI Decision-Making
by: Morrison, Katelyn, et al.
Published: (2023)
by: Morrison, Katelyn, et al.
Published: (2023)
Benchmarking XAI Explanations with Human-Aligned Evaluations
by: Kazmierczak, Rémi, et al.
Published: (2024)
by: Kazmierczak, Rémi, et al.
Published: (2024)
Dynamic Explanation Emphasis in Human-XAI Interaction with Communication Robot
by: Fukuchi, Yosuke, et al.
Published: (2024)
by: Fukuchi, Yosuke, et al.
Published: (2024)
Transferable XAI: Relating Understanding Across Domains with Explanation Transfer
by: Wang, Fei, et al.
Published: (2026)
by: Wang, Fei, et al.
Published: (2026)
XAI for All: Can Large Language Models Simplify Explainable AI?
by: Mavrepis, Philip, et al.
Published: (2024)
by: Mavrepis, Philip, et al.
Published: (2024)
What Does Evaluation of Explainable Artificial Intelligence Actually Tell Us? A Case for Compositional and Contextual Validation of XAI Building Blocks
by: Sokol, Kacper, et al.
Published: (2024)
by: Sokol, Kacper, et al.
Published: (2024)
Does Explanation Correctness Matter? Linking Computational XAI Evaluation to Human Understanding
by: Baer, Gregor, et al.
Published: (2026)
by: Baer, Gregor, et al.
Published: (2026)
Mind Drifts, Data Shifts: Utilizing Mind Wandering to Track the Evolution of User Experience with Data Visualizations
by: Arunkumar, Anjana, et al.
Published: (2024)
by: Arunkumar, Anjana, et al.
Published: (2024)
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)
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)
Exploring Trust Calibration in XAI - The Impact of Exposing Model Limitations to Lay Users
by: Ventura, Alfio, et al.
Published: (2026)
by: Ventura, Alfio, et al.
Published: (2026)
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)
When concept-based XAI is imprecise: Do people distinguish between generalisations and misrepresentations?
by: Müller, Romy
Published: (2025)
by: Müller, Romy
Published: (2025)
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)
Predicting Quality of Video Gaming Experience Using Global-Scale Telemetry Data and Federated Learning
by: Zhang, Zhongyang, et al.
Published: (2024)
by: Zhang, Zhongyang, et al.
Published: (2024)
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)
Rethinking XAI Evaluation: A Human-Centered Audit of Shapley Benchmarks in High-Stakes Settings
by: Silva, Inês Oliveira e, et al.
Published: (2026)
by: Silva, Inês Oliveira e, et al.
Published: (2026)
From Fuzzy to Formal: Scaling Hospital Quality Improvement with AI
by: Vossler, Patrick, et al.
Published: (2026)
by: Vossler, Patrick, et al.
Published: (2026)
Extended Reality for Mental Health Evaluation -A Scoping Review
by: Olatunji, Omisore, et al.
Published: (2022)
by: Olatunji, Omisore, et al.
Published: (2022)
AI-Assisted Conversational Interviewing: Effects on Data Quality and Respondent Experience
by: Barari, Soubhik, et al.
Published: (2025)
by: Barari, Soubhik, et al.
Published: (2025)
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)
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)
Classification Metrics for Image Explanations: Towards Building Reliable XAI-Evaluations
by: Fresz, Benjamin, et al.
Published: (2024)
by: Fresz, Benjamin, et al.
Published: (2024)
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)
Beyond Technocratic XAI: The Who, What & How in Explanation Design
by: Dhar, Ruchira, et al.
Published: (2025)
by: Dhar, Ruchira, et al.
Published: (2025)
Why do explanations fail? A typology and discussion on failures in XAI
by: Bove, Clara, et al.
Published: (2024)
by: Bove, Clara, et al.
Published: (2024)
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)
Similar Items
-
Tell me more: Intent Fulfilment Framework for Enhancing User Experiences in Conversational XAI
by: Wijekoon, Anjana, et al.
Published: (2024) -
iSee: Advancing Multi-Shot Explainable AI Using Case-based Recommendations
by: Wijekoon, Anjana, et al.
Published: (2024) -
RAPT: Retrieval-Augmented Post-hoc Thresholding for Multi-Label Classification
by: Jayawardena, Lasal, et al.
Published: (2026) -
Cross-Layer Attention Probing for Fine-Grained Hallucination Detection
by: Suresh, Malavika, et al.
Published: (2025) -
FedFT: Improving Communication Performance for Federated Learning with Frequency Space Transformation
by: Palihawadana, Chamath, et al.
Published: (2024)