v1v2v3 (latest)

Explanation in Artificial Intelligence: Insights from the Social Sciences

22 June 2017

Papers citing "Explanation in Artificial Intelligence: Insights from the Social Sciences"

50 / 1,335 papers shown

Title
Explaining Tournament Solutions with Minimal Supports Clément Contet Umberto Grandi Jérome Mengin FAtt 234 0 0 24 Dec 2025
A Framework for Causal Concept-based Model Explanations Anna Rodum Bjøru Jacob Lysnæs-Larsen Oskar Jørgensen Inga Strümke H. Langseth 12 0 0 02 Dec 2025
Actionable and diverse counterfactual explanations incorporating domain knowledge and causal constraints Szymon Bobek Łukasz Bałec Grzegorz J. Nalepa 28 0 0 25 Nov 2025
Formal Abductive Latent Explanations for Prototype-Based Networks Jules Soria Zakaria Chihani Julien Girard-Satabin Alban Grastien Romain Xu-Darme Daniela Cancila 125 0 0 20 Nov 2025
Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations Yehonatan Elisha Seffi Cohen Oren Barkan Noam Koenigstein FAtt 239 0 0 17 Nov 2025
MACIE: Multi-Agent Causal Intelligence Explainer for Collective Behavior Understanding Abraham Itzhak Weinberg CML 340 0 0 11 Nov 2025
Unlocking the Black Box: A Five-Dimensional Framework for Evaluating Explainable AI in Credit Risk Rongbin Ye Jiaqi Chen 68 0 0 07 Nov 2025
Fair and Explainable Credit-Scoring under Concept Drift: Adaptive Explanation Frameworks for Evolving Populations Shivogo John FAtt 382 6 0 05 Nov 2025
Retrofitters, pragmatists and activists: Public interest litigation for accountable automated decision-making Henry Fraser Zahra Stardust 61 0 0 05 Nov 2025
Variational Geometric Information Bottleneck: Learning the Shape of Understanding Ronald Katende 88 1 0 04 Nov 2025
llmSHAP: A Principled Approach to LLM Explainability Filip Naudot Tobias Sundqvist Timotheus Kampik FAtt 259 0 0 03 Nov 2025
Interpretable Model-Aware Counterfactual Explanations for Random Forest Joshua S. Harvey Guanchao Feng Sai Anusha Meesala Tina Zhao Dhagash Mehta FAtt CML 325 0 0 31 Oct 2025
Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges Liling Yang Ning Chen Jun Yue Yidan Liu Jiayi Ma Pedram Ghamisi Antonio J. Plaza Leyuan Fang AI4TS 148 0 0 27 Oct 2025
A Multi-level Analysis of Factors Associated with Student Performance: A Machine Learning Approach to the SAEB Microdata Rodrigo Tertulino Ricardo Almeida 60 0 0 25 Oct 2025
Towards the Formalization of a Trustworthy AI for Mining Interpretable Models explOiting Sophisticated Algorithms Riccardo Guidotti Martina Cinquini Marta Marchiori Manerba Mattia Setzu Francesco Spinnato 112 0 0 23 Oct 2025
Leveraging Association Rules for Better Predictions and Better Explanations Gilles Audemard S. Coste-Marquis Pierre Marquis Mehdi Sabiri N. Szczepanski 108 0 0 21 Oct 2025
What Questions Should Robots Be Able to Answer? A Dataset of User Questions for Explainable Robotics Lennart Wachowiak Andrew Coles Gerard Canal Oya Celiktutan LM&Ro 106 0 0 18 Oct 2025
Foundation and Large-Scale AI Models in Neuroscience: A Comprehensive Review Shihao Yang Xiying Huang Danilo Bernardo J. Ding Andrew Michael Jingmei Yang Patrick Kwan Ashish Raj Feng Liu AI4CE 125 0 0 18 Oct 2025
Preliminary Quantitative Study on Explainability and Trust in AI Systems Allen Daniel Sunny 56 0 0 17 Oct 2025
On the Design and Evaluation of Human-centered Explainable AI Systems: A Systematic Review and Taxonomy Aline Mangold Juliane Zietz Susanne Weinhold Sebastian Pannasch XAI ELM 139 0 0 14 Oct 2025
ABLEIST: Intersectional Disability Bias in LLM-Generated Hiring Scenarios Mahika Phutane Hayoung Jung Matthew Kim Tanushree Mitra Aditya Vashistha 122 0 0 13 Oct 2025
Argumentation-Based Explainability for Legal AI: Comparative and Regulatory Perspectives Andrada Iulia Prajescu Roberto Confalonieri ELM 77 0 0 13 Oct 2025
Extended Triangular Method: A Generalized Algorithm for Contradiction Separation Based Automated Deduction Yang Xu Shuwei Chen Jun Liu Feng Cao Xingxing He 69 2 0 12 Oct 2025
From Explainability to Action: A Generative Operational Framework for Integrating XAI in Clinical Mental Health Screening Ratna Kandala Akshata Kishore Moharir Divya Arvinda Nayak 93 0 0 10 Oct 2025
Towards Meaningful Transparency in Civic AI Systems Dave Murray-Rust Kars Alfrink Cristina Zaga 116 0 0 09 Oct 2025
Cluster Paths: Navigating Interpretability in Neural Networks Nicholas M. Kroeger Vincent Bindschaedler 108 0 0 08 Oct 2025
Semantic Regexes: Auto-Interpreting LLM Features with a Structured Language Angie Boggust Donghao Ren Yannick Assogba Dominik Moritz Arvind Satyanarayan Fred Hohman 116 0 0 07 Oct 2025
Reproducibility Study of "XRec: Large Language Models for Explainable Recommendation" Ranjan Mishra Julian I. Bibo Quinten van Engelen Henk Schaapman LRM 88 0 0 06 Oct 2025
Does Using Counterfactual Help LLMs Explain Textual Importance in Classification? Nelvin Tan James Asikin Cheung Yu-Ching Shih Dong Yang Amol Salunkhe 92 0 0 05 Oct 2025
Kantian-Utilitarian XAI: Meta-Explained Zahra Atf Peter Lewis 94 0 0 04 Oct 2025
From Facts to Foils: Designing and Evaluating Counterfactual Explanations for Smart Environments Anna Trapp Mersedeh Sadeghi Andreas Vogelsang 88 0 0 03 Oct 2025
Evaluation Framework for Highlight Explanations of Context Utilisation in Language Models Jingyi Sun Pepa Atanasova Sagnik Ray Choudhury Sekh Mainul Islam Isabelle Augenstein 146 0 0 03 Oct 2025
Onto-Epistemological Analysis of AI Explanations Martina Mattioli Eike Petersen Aasa Feragen Marcello Pelillo Siavash Bigdeli 208 0 0 03 Oct 2025
The Unheard Alternative: Contrastive Explanations for Speech-to-Text Models Lina Conti Dennis Fucci Marco Gaido Matteo Negri Guillaume Wisniewski L. Bentivogli 100 1 0 30 Sep 2025
Human-Centered Evaluation of RAG outputs: a framework and questionnaire for human-AI collaboration Aline Mangold Kiran Hoffmann 68 0 0 30 Sep 2025
Not All Explanations are Created Equal: Investigating the Pitfalls of Current XAI Evaluation Joe Shymanski Jacob Brue Sandip Sen XAI 44 1 0 27 Sep 2025
Ontological foundations for contrastive explanatory narration of robot plans Alberto Olivares-Alarcos Sergi Foix J´ulia Borras Gerard Canal Guillem Alenyà 52 0 0 26 Sep 2025
Efficient & Correct Predictive Equivalence for Decision Trees Joao Marques-Silva Alexey Ignatiev 288 0 0 22 Sep 2025
Looking in the mirror: A faithful counterfactual explanation method for interpreting deep image classification models T. Chowdhury Vu Minh Hieu Phan Kewen Liao Nanyu Dong Minh-Son To Anton van den Hengel Johan Verjans Zhibin Liao OOD 140 0 0 20 Sep 2025
Towards a Transparent and Interpretable AI Model for Medical Image ClassificationsCognitive Neurodynamics (Cogn Neurodyn), 2025 Binbin Wen Yihang Wu Tareef Daqqaq Ahmad Chaddad 95 0 0 20 Sep 2025
Secure Human Oversight of AI: Exploring the Attack Surface of Human Oversight Jonas C. Ditz Veronika Lazar Elmar Lichtmeß Carola Plesch Matthias Heck Kevin Baum Markus Langer AAML 150 0 0 15 Sep 2025
Abduct, Act, Predict: Scaffolding Causal Inference for Automated Failure Attribution in Multi-Agent Systems Alva West Yixuan Weng Minjun Zhu Zhen Lin Yue Zhang Yue Zhang 131 3 0 12 Sep 2025
LLMs Don't Know Their Own Decision Boundaries: The Unreliability of Self-Generated Counterfactual Explanations Harry Mayne Ryan Kearns Yushi Yang Andrew M. Bean Eoin Delaney Chris Russell Adam Mahdi LRM 97 1 0 11 Sep 2025
An Interpretable Deep Learning Model for General Insurance Pricing P. Laub Tu Pho Bernard Wong 132 0 0 10 Sep 2025
Triadic Fusion of Cognitive, Functional, and Causal Dimensions for Explainable LLMs: The TAXAL Framework David Herrera-Poyatos Carlos Peláez-González Cristina Zuheros Virilo Tejedor Rosana Montes F. Herrera 72 0 0 05 Sep 2025
TalkToAgent: A Human-centric Explanation of Reinforcement Learning Agents with Large Language Models Haechang Kim Hao Chen Can Li Jong Min Lee LLMAG 136 0 0 05 Sep 2025
An Information-Flow Perspective on Explainability Requirements: Specification and Verification Bernd Finkbeiner Hadar Frenkel Julian Siber 142 1 0 01 Sep 2025
Ultra Strong Machine Learning: Teaching Humans Active Learning Strategies via Automated AI Explanations L. Ai Johannes Langer Ute Schmid Stephen Muggleton 189 0 0 31 Aug 2025
Interestingness First Classifiers Ryoma Sato 112 0 0 27 Aug 2025
Model Science: getting serious about verification, explanation and control of AI systems Przemyslaw Biecek Wojciech Samek 96 0 0 27 Aug 2025