Explanation in Artificial Intelligence: Insights from the Social Sciences

22 June 2017

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

50 / 1,242 papers shown

Title
Visual Analytics for Fine-grained Text Classification Models and Datasets Munkhtulga Battogtokh Y. Xing Cosmin Davidescu Alfie Abdul-Rahman Michael Luck Rita Borgo 36 0 0 21 Mar 2024
Dynamic Explanation Emphasis in Human-XAI Interaction with Communication Robot Yosuke Fukuchi Seiji Yamada 40 0 0 21 Mar 2024
How Human-Centered Explainable AI Interface Are Designed and Evaluated: A Systematic Survey Thu Nguyen Alessandro Canossa Jichen Zhu 35 3 0 21 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 47 11 0 19 Mar 2024
Advancing Explainable Autonomous Vehicle Systems: A Comprehensive Review and Research Roadmap Sule Tekkesinoglu Azra Habibovic Lars Kunze 37 3 0 19 Mar 2024
Enhancing Trust in Autonomous Agents: An Architecture for Accountability and Explainability through Blockchain and Large Language Models Laura Fernández-Becerra Miguel Ángel González Santamarta Ángel Manuel Guerrero Higueras Francisco J. Rodríguez-Lera Vicente Matellán Olivera 41 0 0 14 Mar 2024
People Attribute Purpose to Autonomous Vehicles When Explaining Their Behavior: Insights from Cognitive Science for Explainable AI Balint Gyevnar Stephanie Droop Tadeg Quillien Shay B. Cohen Neil R. Bramley Christopher G. Lucas Stefano V. Albrecht 54 3 0 11 Mar 2024
WatChat: Explaining perplexing programs by debugging mental models Kartik Chandra Tzu-Mao Li Rachit Nigam Joshua Tenenbaum Jonathan Ragan-Kelley LRM 19 4 0 08 Mar 2024
T-TAME: Trainable Attention Mechanism for Explaining Convolutional Networks and Vision Transformers Mariano V. Ntrougkas Nikolaos Gkalelis Vasileios Mezaris FAtt ViT 33 5 0 07 Mar 2024
Explaining Genetic Programming Trees using Large Language Models Paula Maddigan Andrew Lensen Bing Xue AI4CE 42 5 0 06 Mar 2024
Even-Ifs From If-Onlys: Are the Best Semi-Factual Explanations Found Using Counterfactuals As Guides? Saugat Aryal Mark T. Keane 36 4 0 01 Mar 2024
Modeling the Quality of Dialogical Explanations Milad Alshomary Felix Lange Meisam Booshehri Meghdut Sengupta Philipp Cimiano Henning Wachsmuth 51 2 0 01 Mar 2024
Axe the X in XAI: A Plea for Understandable AI Andrés Páez 11 0 0 01 Mar 2024
User Characteristics in Explainable AI: The Rabbit Hole of Personalization? Robert Nimmo Marios Constantinides Ke Zhou Daniele Quercia Simone Stumpf 23 11 0 29 Feb 2024
Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations Stephanie Brandl Oliver Eberle Tiago F. R. Ribeiro Anders Søgaard Nora Hollenstein 40 1 0 29 Feb 2024
Cultural Bias in Explainable AI Research: A Systematic Analysis Uwe Peters Mary Carman 23 11 0 28 Feb 2024
User Decision Guidance with Selective Explanation Presentation from Explainable-AI Yosuke Fukuchi Seiji Yamada 61 3 0 28 Feb 2024
Understanding the Dataset Practitioners Behind Large Language Model Development Crystal Qian Emily Reif Minsuk Kahng 47 3 0 21 Feb 2024
What is the focus of XAI in UI design? Prioritizing UI design principles for enhancing XAI user experience Dian Lei Yao He Jianyou Zeng 46 1 0 21 Feb 2024
SmartEx: A Framework for Generating User-Centric Explanations in Smart Environments Mersedeh Sadeghi Lars Herbold Max Unterbusch Andreas Vogelsang 43 5 0 20 Feb 2024
Right on Time: Revising Time Series Models by Constraining their Explanations Maurice Kraus David Steinmann Antonia Wüst Andre Kokozinski Kristian Kersting AI4TS 42 4 0 20 Feb 2024
Properties and Challenges of LLM-Generated Explanations Jenny Kunz Marco Kuhlmann 35 20 0 16 Feb 2024
Current and future roles of artificial intelligence in retinopathy of prematurity Ali Jafarizadeh Shadi Farabi Maleki Parnia Pouya Navid Sobhi M. Abdollahi ... Houshyar Asadi R. Alizadehsani Ruyan Tan Sheikh Mohammad Shariful Islam U. R. Acharya AI4CE 34 6 0 15 Feb 2024
Explaining Probabilistic Models with Distributional Values Luca Franceschi Michele Donini Cédric Archambeau Matthias Seeger FAtt 39 2 0 15 Feb 2024
Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production Patrick Oliver Schenk Christoph Kern FaML 36 0 0 14 Feb 2024
TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection Hui Liu Wenya Wang Haoru Li Haoliang Li 47 3 0 12 Feb 2024
One-for-many Counterfactual Explanations by Column Generation Andrea Lodi Jasone Ramírez-Ayerbe LRM 29 2 0 12 Feb 2024
ACTER: Diverse and Actionable Counterfactual Sequences for Explaining and Diagnosing RL Policies Jasmina Gajcin Ivana Dusparic CML OffRL 35 2 0 09 Feb 2024
Scalable Interactive Machine Learning for Future Command and Control Anna Madison Ellen R. Novoseller Vinicius G. Goecks Benjamin T. Files Nicholas R. Waytowich Alfred Yu Vernon J. Lawhern Steven Thurman Christopher Kelshaw Kaleb McDowell 35 4 0 09 Feb 2024
Explainable AI for Safe and Trustworthy Autonomous Driving: A Systematic Review Anton Kuznietsov Balint Gyevnar Cheng Wang Steven Peters Stefano V. Albrecht XAI 33 27 0 08 Feb 2024
Advancing Explainable AI Toward Human-Like Intelligence: Forging the Path to Artificial Brain Yongchen Zhou Richard Jiang 26 3 0 07 Feb 2024
Explaining Learned Reward Functions with Counterfactual Trajectories Jan Wehner Frans Oliehoek Luciano Cavalcante Siebert 37 0 0 07 Feb 2024
Collective Counterfactual Explanations via Optimal Transport A. Ehyaei Ali Shirali Samira Samadi OffRL OT 28 1 0 07 Feb 2024
Leveraging Large Language Models for Hybrid Workplace Decision Support Yujin Kim Chin-Chia Hsu 33 1 0 06 Feb 2024
SIDU-TXT: An XAI Algorithm for NLP with a Holistic Assessment Approach M. N. Jahromi Satya M. Muddamsetty Asta Sofie Stage Jarlner Anna Murphy Hogenhaug Thomas Gammeltoft-Hansen T. Moeslund 34 2 0 05 Feb 2024
InterpretCC: Intrinsic User-Centric Interpretability through Global Mixture of Experts Vinitra Swamy Syrielle Montariol Julian Blackwell Jibril Frej Martin Jaggi Tanja Käser 51 3 0 05 Feb 2024
XAI-CF -- Examining the Role of Explainable Artificial Intelligence in Cyber Forensics Shahid Alam Zeynep Altıparmak 18 1 0 04 Feb 2024
What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement Xisen Jin Xiang Ren KELM CLL 28 6 0 02 Feb 2024
EXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations Aditya Bhattacharya Simone Stumpf Lucija Gosak Gregor Stiglic K. Verbert 65 18 0 01 Feb 2024
Can we Constrain Concept Bottleneck Models to Learn Semantically Meaningful Input Features? Jack Furby Daniel Cunnington Dave Braines Alun D. Preece 40 3 0 01 Feb 2024
Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models Adarsa Sivaprasad Ehud Reiter 39 0 0 31 Jan 2024
A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research Sicong Cao Xiaobing Sun Ratnadira Widyasari David Lo Xiaoxue Wu ... Jiale Zhang Bin Li Wei Liu Di Wu Yixin Chen 41 7 0 26 Jan 2024
Black-Box Access is Insufficient for Rigorous AI Audits Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 41 78 0 25 Jan 2024
Design, Development, and Deployment of Context-Adaptive AI Systems for Enhanced End-User Adoption Christine P. Lee 29 3 0 24 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
Visibility into AI Agents Alan Chan Carson Ezell Max Kaufmann K. Wei Lewis Hammond ... Nitarshan Rajkumar David M. Krueger Noam Kolt Lennart Heim Markus Anderljung 25 33 0 23 Jan 2024
Graph Edits for Counterfactual Explanations: A comparative study Angeliki Dimitriou Nikolaos Chaidos Maria Lymperaiou Giorgos Stamou BDL 38 0 0 21 Jan 2024
A comprehensive study on fidelity metrics for XAI Miquel Miró-Nicolau Antoni Jaume-i-Capó Gabriel Moyà Alcover 36 11 0 19 Jan 2024
Are self-explanations from Large Language Models faithful? Andreas Madsen Sarath Chandar Siva Reddy LRM 35 25 0 15 Jan 2024
Explainable Predictive Maintenance: A Survey of Current Methods, Challenges and Opportunities Logan Cummins Alexander Sommers Somayeh Bakhtiari Ramezani Sudip Mittal Joseph E. Jabour Maria Seale Shahram Rahimi 45 21 0 15 Jan 2024