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Explanation in Artificial Intelligence: Insights from the Social Sciences

22 June 2017

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

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Breaking the Black Box: Inherently Interpretable Physics-Constrained Machine Learning With Weighted Mixed-Effects for Imbalanced Seismic Data Vemula Sreenath Filippo Gatti Pierre Jehel AI4CE 48 0 0 26 Aug 2025
Rethinking How AI Embeds and Adapts to Human Values: Challenges and Opportunities Sz-Ting Tzeng Frank Dignum 76 0 0 23 Aug 2025
Explainable AI in Deep Learning-Based Prediction of Solar Storms Adam O. Rawashdeh Jason T. L. Wang K. Herbert 68 0 0 22 Aug 2025
Toward an Interaction-Centered Approach to Robot Trustworthiness Carlo Mazzola Hassan Ali Kristína Malinovská Igor Farkaš 90 0 0 19 Aug 2025
Rigorous Feature Importance Scores based on Shapley Value and Banzhaf Index Xuanxiang Huang Olivier Letoffe Joao Marques-Silva FAtt 108 0 0 16 Aug 2025
Informative Post-Hoc Explanations Only Exist for Simple Functions Eric Günther Balázs Szabados Robi Bhattacharjee Sebastian Bordt U. V. Luxburg FAtt 97 1 0 15 Aug 2025
Who Benefits from AI Explanations? Towards Accessible and Interpretable Systems Maria J. P. Peixoto Akriti Pandey Ahsan Zaman Peter R. Lewis 64 0 0 14 Aug 2025
To Explain Or Not To Explain: An Empirical Investigation Of AI-Based Recommendations On Social Media PlatformsElectronic Markets (EM), 2024 Akm Bahalul Haque A. Najmul Islam Patrick Mikalef 76 9 0 13 Aug 2025
Beyond Technocratic XAI: The Who, What & How in Explanation Design Ruchira Dhar Stephanie Brandl Ninell Oldenburg Anders Søgaard 109 0 0 12 Aug 2025
Overcoming Algorithm Aversion with Transparency: Can Transparent Predictions Change User Behavior? Lasse Bohlen Sven Kruschel Julian Rosenberger Patrick Zschech Mathias Kraus AAML 72 0 0 05 Aug 2025
MArgE: Meshing Argumentative Evidence from Multiple Large Language Models for Justifiable Claim Verification Ming Pok Ng Junqi Jiang Gabriel Freedman Antonio Rago Francesca Toni 80 0 0 04 Aug 2025
Evaluating User Experience in Conversational Recommender Systems: A Systematic Review Across Classical and LLM-Powered Approaches Raj Mahmud Yufeng Wu Abdullah Bin Sawad S. Berkovsky Mukesh Prasad A. Kocaballi ELM 147 0 0 04 Aug 2025
Foundations of Interpretable Models Pietro Barbiero M. Zarlenga Alberto Termine M. Jamnik Giuseppe Marra AI4CE 101 0 0 01 Aug 2025
MetaExplainer: A Framework to Generate Multi-Type User-Centered Explanations for AI Systems Shruthi Chari Oshani Seneviratne Prithwish Chakraborty Pablo Meyer D. McGuinness 142 0 0 01 Aug 2025
Causal Identification of Sufficient, Contrastive and Complete Feature Sets in Image Classification D. A. Kelly Hana Chockler FAtt XAI CML 120 2 0 31 Jul 2025
Co-Producing AI: Toward an Augmented, Participatory Lifecycle Rashid Mushkani Hugo Berard Toumadher Ammar Cassandre Chatonnier Shin Koseki 126 1 0 31 Jul 2025
Distilling Knowledge from Large Language Models: A Concept Bottleneck Model for Hate and Counter Speech Recognition Roberto Labadie-Tamayo D. Slijepcevic Xihui Chen Adrian Jaques Böck Andreas Babic Liz Freimann Christiane Atzmüller Matthias Zeppelzauer 96 0 0 30 Jul 2025
PHAX: A Structured Argumentation Framework for User-Centered Explainable AI in Public Health and Biomedical Sciences Bahar İlgen Akshat Dubey Georges Hattab 55 0 0 29 Jul 2025
Hybrid Causal Identification and Causal Mechanism Clustering Saixiong Liu Yuhua Qian Jue Li Honghong Cheng Feijiang Li CML 58 0 0 29 Jul 2025
Finding Uncommon Ground: A Human-Centered Model for Extrospective Explanations Laura Spillner Nima Zargham M. Pomarlan R. Porzel Rainer Malaka 105 0 0 29 Jul 2025
On Explaining Visual Captioning with Hybrid Markov Logic Networks Monika Shah Somdeb Sarkhel Deepak Venugopal VLM 121 0 0 28 Jul 2025
Complexity of Faceted Explanations in Propositional AbductionTheory and Practice of Logic Programming (TPLP), 2025 Johannes Schmidt Mohamed Maizia Victor Lagerkvist Johannes Fichte 65 1 0 20 Jul 2025
KEA Explain: Explanations of Hallucinations using Graph Kernel Analysis Reilly Haskins Benjamin Adams 92 0 0 05 Jul 2025
Epitome: Pioneering an Experimental Platform for AI-Social Science Integration Jingjing Qu Kejia Hu Jun Zhu Wenhao Li Teng Wang ... Chaochao Lu Aimin Zhou Xiangfeng Wang James Evans James Evans 167 0 0 30 Jun 2025
Beyond Autocomplete: Designing CopilotLens Towards Transparent and Explainable AI Coding Agents Runlong Ye Zeling Zhang Boushra Almazroua Michael Liut 182 0 0 24 Jun 2025
TRUST: Transparent, Robust and Ultra-Sparse Trees Albert Dorador 88 2 0 18 Jun 2025
Empathy in Explanation Katherine M. Collins Kartik Chandra Adrian Weller Jonathan Ragan-Kelley Joshua B. Tenenbaum FAtt 66 0 0 16 Jun 2025
Simple Radiology VLLM Test-time Scaling with Thought Graph Traversal Yue Yao Zelin Wen Yan Tong Xinyu Tian Xuqing Li Xiao Ma Dongliang Xu Tom Gedeon LRM 224 1 0 13 Jun 2025
SynLang and Symbiotic Epistemology: A Manifesto for Conscious Human-AI Collaboration Jan Kapusta 53 1 0 03 Jun 2025
Enhancing Interpretability of Quantum-Assisted Blockchain Clustering via AI Agent-Based Qualitative Analysis Yun-Cheng Tsai Yen-Ku Liu Samuel Yen-Chi Chen 141 0 0 02 Jun 2025
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Vittorio Torri Machteld J. Boonstra Marielle C. van de Veerdonk Deborah N. Kalkman Alicia Uijl Francesca Ieva Ameen Abu-Hanna Folkert W. Asselbergs Iacer Calixto 146 0 0 30 May 2025
Human-Centered Human-AI Collaboration (HCHAC) Qi Gao Wei Xu Hanxi Pan M. Shen Zaifeng Gao 95 2 0 28 May 2025
Multi-Domain Explainability of Preferences Nitay Calderon Liat Ein-Dor Roi Reichart LRM 294 0 0 26 May 2025
Explanation User Interfaces: A Systematic Literature Review Eleonora Cappuccio Andrea Esposito Francesco Greco Giuseppe Desolda Rosa Lanzilotti Salvatore Rinzivillo 243 0 0 26 May 2025
A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations Lingjun Zhao Hal Daumé III 368 1 0 25 May 2025
CRITS: Convolutional Rectifier for Interpretable Time Series Classification Alejandro Kuratomi Zed Lee Guilherme Dinis Chaliane Junior Tony Lindgren Diego García Pérez AI4TS FAtt 132 0 0 24 May 2025
Emerging categories in scientific explanations Giacomo Magnifico Eduard Barbu XAI 136 0 0 23 May 2025
Integrating Counterfactual Simulations with Language Models for Explaining Multi-Agent Behaviour Bálint Gyevnár Christopher G. Lucas Stefano V. Albrecht Shay B. Cohen LRM 395 1 0 23 May 2025
Direct Preference Optimization for Adaptive Concept-based Explanations Jacopo Teneggi Zhenzhen Wang Paul H. Yi Tianmin Shu Jeremias Sulam 465 0 0 21 May 2025
Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability Qianli Wang Mingyang Wang Nils Feldhus Simon Ostermann Yuan Cao Hinrich Schütze Sebastian Möller Vera Schmitt MQ 212 2 0 20 May 2025
Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals Qianli Wang Van Bach Nguyen Nils Feldhus Luis Felipe Villa-Arenas Christin Seifert Sebastian Möller Vera Schmitt 328 0 0 20 May 2025
Explaining Unreliable Perception in Automated Driving: A Fuzzy-based Monitoring Approach Aniket Salvi Gereon Weiss Mario Trapp 276 0 0 20 May 2025
Information Science Principles of Machine Learning: A Causal Chain Meta-Framework Based on Formalized Information Mapping Jianfeng Xu AI4CE 543 2 0 19 May 2025
A Fast Kernel-based Conditional Independence test with Application to Causal Discovery Oliver Schacht Biwei Huang 411 2 0 16 May 2025
Heart2Mind: Human-Centered Contestable Psychiatric Disorder Diagnosis System using Wearable ECG Monitors Hung Nguyen Alireza Rahimi Veronica Whitford Hélène Fournier Irina Kondratova René Richard Hung Cao 417 6 0 16 May 2025
A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support Felix Liedeker Olivia Sanchez-Graillet Moana Seidler Christian Brandt Jörg Wellmer Philipp Cimiano 262 0 0 15 May 2025
Explaining Autonomous Vehicles with Intention-aware Policy Graphs Sara Montese Victor Gimenez-Abalos Atia Cortés Ulises Cortés Sergio Alvarez-Napagao 290 0 0 13 May 2025
Explainable Reinforcement Learning Agents Using World Models Madhuri Singh Amal Alabdulkarim Gennie Mansi Mark O. Riedl 227 2 0 12 May 2025
Interpretable Event Diagnosis in Water Distribution Networks André Artelt Stelios G. Vrachimis Demetrios G. Eliades Ulrike Kuhl Barbara Hammer Marios M. Polycarpou 321 1 0 12 May 2025
Realistic Counterfactual Explanations for Machine Learning-Controlled Mobile Robots using 2D LiDAREuropean Control Conference (ECC), 2025 Sindre Benjamin Remman A. Lekkas 343 0 0 11 May 2025

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Explanation in Artificial Intelligence: Insights from the Social Sciences

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