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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Title
Enhancing Security Testing Software for Systems that Cannot be Subjected to the Risks of Penetration Testing Through the Incorporation of Multi-threading and and Other Capabilities Matthew Tassava Cameron Kolodjski Jordan Milbrath Jeremy Straub 39 1 0 17 Sep 2024
Questioning AI: Promoting Decision-Making Autonomy Through Reflection Simon WS Fischer 29 0 0 16 Sep 2024
ValueCompass: A Framework for Measuring Contextual Value Alignment Between Human and LLMs Hua Shen Tiffany Knearem Reshmi Ghosh Yu-Ju Yang Tanushree Mitra Yun Huang Yun Huang 69 0 0 15 Sep 2024
Enumerating Minimal Unsatisfiable Cores of LTLf formulas Antonio Ielo Giuseppe Mazzotta Rafael Peñaloza Francesco Ricca LRM 24 0 0 14 Sep 2024
Predicting Trust In Autonomous Vehicles: Modeling Young Adult Psychosocial Traits, Risk-Benefit Attitudes, And Driving Factors With Machine Learning Robert Kaufman Emi Lee Manas Satish Bedmutha David Kirsh Nadir Weibel 67 1 0 13 Sep 2024
Explainable AI: Definition and attributes of a good explanation for health AI E. Kyrimi S. McLachlan Jared M Wohlgemut Zane B Perkins David A. Lagnado W. Marsh the ExAIDSS Expert Group XAI 36 1 0 09 Sep 2024
Interpretable Clustering: A Survey Lianyu Hu Mudi Jiang Junjie Dong Xinying Liu Zengyou He 38 1 0 01 Sep 2024
Exploring the Effect of Explanation Content and Format on User Comprehension and Trust in Healthcare Antonio Rago Bence Palfi Purin Sukpanichnant Hannibal Nabli Kavyesh Vivek Olga Kostopoulou James Kinross Francesca Toni 27 0 0 30 Aug 2024
Using LLMs for Explaining Sets of Counterfactual Examples to Final Users Arturo Fredes Jordi Vitria CML LRM 42 4 0 27 Aug 2024
Logic interpretations of ANN partition cells Ingo Schmitt 12 0 0 26 Aug 2024
A Transparency Paradox? Investigating the Impact of Explanation Specificity and Autonomous Vehicle Perceptual Inaccuracies on Passengers Daniel Omeiza Raunak P. Bhattacharyya Marina Jirotka Nick Hawes Lars Kunze 27 0 0 16 Aug 2024
Measuring User Understanding in Dialogue-based XAI Systems Dimitry Mindlin A. Robrecht Michael Morasch Philipp Cimiano 39 2 0 13 Aug 2024
Misfitting With AI: How Blind People Verify and Contest AI Errors Rahaf Alharbi P. Lor Jaylin Herskovitz S. Schoenebeck Robin Brewer 35 10 0 13 Aug 2024
Explainable AI Reloaded: Challenging the XAI Status Quo in the Era of Large Language Models Upol Ehsan Mark O. Riedl 28 2 0 09 Aug 2024
Optimal and efficient text counterfactuals using Graph Neural Networks Dimitris Lymperopoulos Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou 39 1 0 04 Aug 2024
Algorithm, Expert, or Both? Evaluating the Role of Feature Selection Methods on User Preferences and Reliance Suvarthi Sarkar Akshat Mittal 34 0 0 02 Aug 2024
Explainable Emotion Decoding for Human and Computer Vision Alessio Borriero Martina Milazzo M. Diano Davide Orsenigo Maria Chiara Villa Chiara Di Fazio Marco Tamietto Alan Perotti 33 0 0 01 Aug 2024
From Feature Importance to Natural Language Explanations Using LLMs with RAG Sule Tekkesinoglu Lars Kunze FAtt 42 1 0 30 Jul 2024
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 47 13 0 27 Jul 2024
Understanding XAI Through the Philosopher's Lens: A Historical Perspective Martina Mattioli Antonio Emanuele Cinà Marcello Pelillo XAI 48 0 0 26 Jul 2024
Explaining Decisions in ML Models: a Parameterized Complexity Analysis S. Ordyniak Giacomo Paesani Mateusz Rychlicki Stefan Szeider 31 1 0 22 Jul 2024
Building Machines that Learn and Think with People Katherine M. Collins Ilia Sucholutsky Umang Bhatt Kartik Chandra Lionel Wong ... Mark K. Ho Vikash K. Mansinghka Adrian Weller Joshua B. Tenenbaum Thomas Griffiths 59 30 0 22 Jul 2024
Semantic Prototypes: Enhancing Transparency Without Black Boxes Orfeas Menis Mastromichalakis Giorgos Filandrianos Jason Liartis Edmund Dervakos Giorgos Stamou 56 2 0 18 Jul 2024
Towards More Trustworthy and Interpretable LLMs for Code through Syntax-Grounded Explanations David Nader-Palacio Daniel Rodríguez-Cárdenas Alejandro Velasco Dipin Khati Kevin Moran Denys Poshyvanyk 60 6 0 12 Jul 2024
Impact Measures for Gradual Argumentation Semantics Caren Al Anaissy Jérôme Delobelle Srdjan Vesic Bruno Yun 26 0 0 11 Jul 2024
Explaining Graph Neural Networks for Node Similarity on Graphs Daniel Daza C. Chu T. Tran Daria Stepanova Michael Cochez Paul T. Groth 36 1 0 10 Jul 2024
Evaluating Human-AI Collaboration: A Review and Methodological Framework George Fragiadakis Christos Diou George Kousiouris Mara Nikolaidou 66 12 0 09 Jul 2024
A Survey on Natural Language Counterfactual Generation Yongjie Wang Xiaoqi Qiu Yu Yue Xu Guo Zhiwei Zeng Yuhong Feng Zhiqi Shen 42 6 0 04 Jul 2024
Machine Learning for Economic Forecasting: An Application to China's GDP Growth Yanqing Yang Xingcheng Xu Jinfeng Ge Yan Xu 22 2 0 04 Jul 2024
The Illusion of Competence: Evaluating the Effect of Explanations on Users' Mental Models of Visual Question Answering Systems Judith Sieker Simeon Junker R. Utescher Nazia Attari H. Wersing Hendrik Buschmeier Sina Zarrieß 30 1 0 27 Jun 2024
The Impact of Feature Representation on the Accuracy of Photonic Neural Networks Mauricio Gomes de Queiroz Paul Jiménez Raphael Cardoso Mateus Vidaletti da Costa Mohab Abdalla Ian O'Connor A. Bosio Fabio Pavanello 24 0 0 26 Jun 2024
REVEAL-IT: REinforcement learning with Visibility of Evolving Agent poLicy for InTerpretability Shuang Ao Simon Khan Haris Aziz Flora D. Salim 37 0 0 20 Jun 2024
Applications of Explainable artificial intelligence in Earth system science Feini Huang Shijie Jiang Lu Li Yongkun Zhang Ye Zhang Ruqing Zhang Qingliang Li Danxi Li Wei Shangguan Yongjiu Dai 43 2 0 12 Jun 2024
Evolutionary Computation and Explainable AI: A Roadmap to Transparent Intelligent Systems Ryan Zhou Jaume Bacardit Alexander Brownlee Stefano Cagnoni Martin Fyvie Giovanni Iacca John Mccall Niki van Stein David Walker Ting-Kuei Hu 44 0 0 12 Jun 2024
Beyond Trend Following: Deep Learning for Market Trend Prediction Fernando Berzal Alberto Garcia 55 0 0 10 Jun 2024
Deception Analysis with Artificial Intelligence: An Interdisciplinary Perspective Stefan Sarkadi 34 3 0 09 Jun 2024
Automated Trustworthiness Testing for Machine Learning Classifiers Steven Cho Seaton Cousins-Baxter Stefano Ruberto Valerio Terragni 55 0 0 07 Jun 2024
Scenarios and Approaches for Situated Natural Language Explanations Pengshuo Qiu Frank Rudzicz Zining Zhu LRM 45 0 0 07 Jun 2024
VERA: Generating Visual Explanations of Two-Dimensional Embeddings via Region Annotation P. G. Policar Blaž Zupan 31 1 0 07 Jun 2024
Contrastive explainable clustering with differential privacy Dung Nguyen Ariel Vetzler Sarit Kraus Anil Vullikanti 42 1 0 07 Jun 2024
Logic-Based Explainability: Past, Present & Future Joao Marques-Silva 36 2 0 04 Jun 2024
Transferring Domain Knowledge with (X)AI-Based Learning Systems Philipp Spitzer Niklas Kühl Marc Goutier Manuel Kaschura G. Satzger 40 2 0 03 Jun 2024
Learning Decision Trees and Forests with Algorithmic Recourse Kentaro Kanamori Takuya Takagi Ken Kobayashi Yuichi Ike 48 3 0 03 Jun 2024
A Synergistic Approach In Network Intrusion Detection By Neurosymbolic AI Alice Bizzarri Chung-En Yu B. Jalaeian Fabrizio Riguzzi Nathaniel D. Bastian AAML 34 2 0 03 Jun 2024
Breast Cancer Diagnosis: A Comprehensive Exploration of Explainable Artificial Intelligence (XAI) Techniques Samita Bai Sidra Nasir Rizwan Ahmed Khan Sheeraz Arif Alexandre Meyer H. Konik 32 3 0 01 Jun 2024
AI with Alien Content and Alien Metasemantics H. Cappelen J. Dever 21 4 0 30 May 2024
Domain adaptation in small-scale and heterogeneous biological datasets Seyedmehdi Orouji Martin C. Liu T. Korem Megan A. K. Peters 26 7 0 29 May 2024
GLANCE: Global Actions in a Nutshell for Counterfactual Explainability Ioannis Emiris Dimitris Fotakis G. Giannopoulos Dimitrios Gunopulos Loukas Kavouras ... D. Rontogiannis Dimitris Sacharidis Nikolaos Theologitis Dimitrios Tomaras Konstantinos Tsopelas CML FAtt 38 1 0 29 May 2024
Enabling Generative Design Tools with LLM Agents for Building Novel Devices: A Case Study on Fluidic Computation Interfaces Qiuyu Lu Jiawei Fang Zhihao Yao Yue Yang Shiqing Lyu Haipeng Mi Lining Yao AI4CE 39 3 0 28 May 2024
Generative Query Reformulation Using Ensemble Prompting, Document Fusion, and Relevance Feedback Kaustubh D. Dhole Ramraj Chandradevan Eugene Agichtein 21 1 0 27 May 2024