Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI

1 February 2023

Papers citing "Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI"

28 / 28 papers shown

Title
AI Chatbots for Mental Health: Values and Harms from Lived Experiences of Depression Dong Whi Yoo Jiayue Melissa Shi Violeta J. Rodriguez Koustuv Saha AI4MH 54 0 0 26 Apr 2025
A Framework for Situating Innovations, Opportunities, and Challenges in Advancing Vertical Systems with Large AI Models Gaurav Verma Jiawei Zhou Mohit Chandra Srijan Kumar M. D. Choudhury 53 0 0 03 Apr 2025
"Impressively Scary:" Exploring User Perceptions and Reactions to Unraveling Machine Learning Models in Social Media Applications Jack West Bengisu Cagiltay Shirley Zhang Jingjie Li Kassem Fawaz Suman Banerjee 67 0 0 05 Mar 2025
Human-centered explanation does not fit all: The interplay of sociotechnical, cognitive, and individual factors in the effect AI explanations in algorithmic decision-making Yongsu Ahn Yu-Ru Lin Malihe Alikhani Eunjeong Cheon 126 0 0 17 Feb 2025
Human-Centric eXplainable AI in Education Subhankar Maity Aniket Deroy ELM 23 1 0 18 Oct 2024
AI Thinking: A framework for rethinking artificial intelligence in practice Denis Newman-Griffis 34 0 0 26 Aug 2024
Explainable AI Reloaded: Challenging the XAI Status Quo in the Era of Large Language Models Upol Ehsan Mark O. Riedl 25 2 0 09 Aug 2024
Categorizing Sources of Information for Explanations in Conversational AI Systems for Older Adults Aging in Place N. Mathur Tamara Zubatiy Elizabeth Mynatt 16 3 0 07 Jun 2024
Large Language Models Cannot Explain Themselves Advait Sarkar LRM 40 7 0 07 May 2024
Illuminating the Unseen: Investigating the Context-induced Harms in Behavioral Sensing Han Zhang V. D. Swain Leijie Wang Nan Gao Yilun Sheng Xuhai Xu Flora D. Salim Koustuv Saha A. Dey Jennifer Mankoff 39 0 0 23 Apr 2024
Exploring Algorithmic Explainability: Generating Explainable AI Insights for Personalized Clinical Decision Support Focused on Cannabis Intoxication in Young Adults Tongze Zhang Tammy Chung Anind Dey Sang Won Bae 31 3 0 22 Apr 2024
Explainability in JupyterLab and Beyond: Interactive XAI Systems for Integrated and Collaborative Workflows G. Guo Dustin L. Arendt Alex Endert 45 1 0 02 Apr 2024
"It is there, and you need it, so why do you not use it?" Achieving better adoption of AI systems by domain experts, in the case study of natural science research Auste Simkute Ewa Luger Michael Evans Rhianne Jones 29 1 0 25 Mar 2024
What Does Evaluation of Explainable Artificial Intelligence Actually Tell Us? A Case for Compositional and Contextual Validation of XAI Building Blocks Kacper Sokol Julia E. Vogt 37 11 0 19 Mar 2024
Are We Asking the Right Questions?: Designing for Community Stakeholders' Interactions with AI in Policing Md. Romael Haque Devansh Saxena Katherine Weathington Joseph Chudzik Shion Guha 35 9 0 08 Feb 2024
A Scoping Study of Evaluation Practices for Responsible AI Tools: Steps Towards Effectiveness Evaluations G. Berman Nitesh Goyal Michael A. Madaio ELM 45 20 0 30 Jan 2024
Information That Matters: Exploring Information Needs of People Affected by Algorithmic Decisions Timothée Schmude Laura M. Koesten Torsten Moller Sebastian Tschiatschek 33 3 0 24 Jan 2024
InterVLS: Interactive Model Understanding and Improvement with Vision-Language Surrogates Jinbin Huang Wenbin He Liangke Gou Liu Ren Chris Bryan VLM 21 1 0 06 Nov 2023
The Value-Sensitive Conversational Agent Co-Design Framework Malak Sadek Rafael A. Calvo C. Mougenot 3DV 23 3 0 18 Oct 2023
An Information Bottleneck Characterization of the Understanding-Workload Tradeoff Lindsay M. Sanneman Mycal Tucker Julie A. Shah 32 2 0 11 Oct 2023
Algorithmic Harms in Child Welfare: Uncertainties in Practice, Organization, and Street-level Decision-Making Devansh Saxena Shion Guha 27 19 0 09 Aug 2023
A Systematic Literature Review of Human-Centered, Ethical, and Responsible AI Mohammad Tahaei Marios Constantinides Daniele Quercia Michael J. Muller AI4TS 54 8 0 10 Feb 2023
Mind the Gap! Bridging Explainable Artificial Intelligence and Human Understanding with Luhmann's Functional Theory of Communication B. Keenan Kacper Sokol 21 7 0 07 Feb 2023
Seamful XAI: Operationalizing Seamful Design in Explainable AI Upol Ehsan Q. V. Liao Samir Passi Mark O. Riedl Hal Daumé 27 20 0 12 Nov 2022
Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making Jakob Schoeffer Maria De-Arteaga Niklas Kuehl FaML 45 46 0 23 Sep 2022
Explainability Pitfalls: Beyond Dark Patterns in Explainable AI Upol Ehsan Mark O. Riedl XAI SILM 59 58 0 26 Sep 2021
How to Support Users in Understanding Intelligent Systems? Structuring the Discussion Malin Eiband Daniel Buschek H. Hussmann 45 28 0 22 Jan 2020
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 257 3,684 0 28 Feb 2017