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

Title
Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Dima Alattal Asal Khoshravan Azar P. Myles Richard Branson Hatim Abdulhussein Allan Tucker 172 0 0 10 May 2025
See What I Mean? CUE: A Cognitive Model of Understanding Explanations Tobias Labarta Nhi Hoang Katharina Weitz Wojciech Samek Sebastian Lapuschkin Leander Weber 201 0 0 09 May 2025
What Do People Want to Know About Artificial Intelligence (AI)? The Importance of Answering End-User Questions to Explain Autonomous Vehicle (AV) DecisionsProceedings of the ACM on Human-Computer Interaction (PACMHCI), 2025 Somayeh Molaei Lionel P. Robert Nikola Banovic 169 0 0 09 May 2025
KERAIA: An Adaptive and Explainable Framework for Dynamic Knowledge Representation and Reasoning Stephen Richard Varey A. D. Stefano Anh Han 178 1 0 07 May 2025
Robustness questions the interpretability of graph neural networks: what to do? Kirill Lukyanov Georgii Sazonov Serafim Boyarsky Ilya Makarov AAML 856 1 0 05 May 2025
A New Approach to Backtracking Counterfactual Explanations: A Unified Causal Framework for Efficient Model Interpretability Pouria Fatemi Ehsan Sharifian Mohammad Hossein Yassaee 346 0 0 05 May 2025
xEEGNet: Towards Explainable AI in EEG Dementia ClassificationJournal of Neural Engineering (J. Neural Eng.), 2025 Andrea Zanola Louis Fabrice Tshimanga Federico Del Pup Marco Baiesi Manfredo Atzori 237 3 0 30 Apr 2025
Disjunctive and Conjunctive Normal Form Explanations of Clusters Using Auxiliary Information Robert F. Downey S. S. Ravi 154 0 0 29 Apr 2025
Mitigating Societal Cognitive Overload in the Age of AI: Challenges and Directions Salem Lahlou 237 0 0 28 Apr 2025
Enhancing Cell Counting through MLOps: A Structured Approach for Automated Cell Analysis Matteo Testi Luca Clissa Matteo Ballabio Salvatore Ricciardi Federico Baldo Emanuele Frontoni S. Moccia Gennario Vessio 191 0 0 28 Apr 2025
Towards responsible AI for education: Hybrid human-AI to confront the Elephant in the room Danial Hooshyar Gustav Šír Yeongwook Yang Eve Kikas Raija Hamalainen T. Karkkainen Dragan Gašević Roger Azevedo 297 3 0 22 Apr 2025
Do It For Me vs. Do It With Me: Investigating User Perceptions of Different Paradigms of Automation in Copilots for Feature-Rich SoftwareInternational Conference on Human Factors in Computing Systems (CHI), 2025 Anjali Khurana Xiaotian Su April Yi Wang Parmit K. Chilana 204 2 0 22 Apr 2025
Causal DAG Summarization (Full Version) Anna Zeng Michael Cafarella Batya Kenig Markos Markakis Brit Youngmann Babak Salimi CML 154 2 0 21 Apr 2025
ScholarMate: A Mixed-Initiative Tool for Qualitative Knowledge Work and Information SensemakingSymposium on Human-Computer Interaction for Work (CHIWORK), 2025 Runlong Ye Patrick Yung Kang Lee Matthew Varona Oliver Huang Carolina Nobre 284 2 0 19 Apr 2025
Probabilistic Stability Guarantees for Feature Attributions Helen Jin Anton Xue Weiqiu You Surbhi Goel Eric Wong 436 6 0 18 Apr 2025
AskQE: Question Answering as Automatic Evaluation for Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Dayeon Ki Kevin Duh Marine Carpuat 370 5 0 15 Apr 2025
A Multi-Layered Research Framework for Human-Centered AI: Defining the Path to Explainability and Trust Chameera De Silva Thilina Halloluwa Dhaval Vyas 211 0 0 14 Apr 2025
GlyTwin: Digital Twin for Glucose Control in Type 1 Diabetes Through Optimal Behavioral Modifications Using Patient-Centric Counterfactuals Asiful Arefeen Saman Khamesian Maria Adela Grando Bithika Thompson Hassan Ghasemzadeh 226 2 0 14 Apr 2025
Revisiting the attacker's knowledge in inference attacks against Searchable Symmetric EncryptionInternational Conference on Applied Cryptography and Network Security (ACNS), 2025 Marc Damie Jean-Benoist Leger Florian Hahn Andreas Peter AAML 197 1 0 14 Apr 2025
Towards an Evaluation Framework for Explainable Artificial Intelligence Systems for Health and Well-beingInternational Conference on Evaluation of Novel Approaches to Software Engineering (ENASE), 2025 Esperança Amengual-Alcover Antoni Jaume-i-Capó Miquel Miró-Nicolau Gabriel Moyà Alcover Antonia Paniza-Fullana 256 1 0 11 Apr 2025
Exploring the Effectiveness and Interpretability of Texts in LLM-based Time Series Models Zhengke Sun Hangwei Qian Ivor Tsang AI4TS 136 0 0 09 Apr 2025
Predicting Satisfaction of Counterfactual Explanations from Human Ratings of Explanatory Qualities M. Domnich Rasmus Moorits Veski Julius Valja Kadi Tulver Raul Vicente FAtt 226 0 0 07 Apr 2025
Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification Jonas Teufel Annika Leinweber Pascal Friederich 343 4 0 03 Apr 2025
Which LIME should I trust? Concepts, Challenges, and Solutions Katharina Prasse Sascha Marton Udo Schlegel Christian Bartelt FAtt 352 8 0 31 Mar 2025
Rubrik's Cube: Testing a New Rubric for Evaluating Explanations on the CUBE datasetAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Diana Galván-Sosa Gabrielle Gaudeau Pride Kavumba Yunmeng Li Hongyi gu Zheng Yuan Keisuke Sakaguchi P. Buttery LRM 300 3 0 31 Mar 2025
Exploring Explainable Multi-agent MCTS-minimax Hybrids in Board Game Using Process Mining Yiyu Qian Tim Miller Zheng Qian Liyuan Zhao 184 0 0 30 Mar 2025
Interpretable Machine Learning in Physics: A Review Sebastian Johann Wetzel Seungwoong Ha Raban Iten Miriam Klopotek Ziming Liu AI4CE 337 12 0 30 Mar 2025
Ranking Counterfactual Explanations Suryani Lim H. Prade G. Richard CML 191 0 0 20 Mar 2025
Disentangling Fine-Tuning from Pre-Training in Visual Captioning with Hybrid Markov LogicBigData Congress [Services Society] (BSS), 2024 Monika Shah Somdeb Sarkhel Deepak Venugopal MLLM BDL VLM 294 1 0 18 Mar 2025
Interpretable Transformation and Analysis of Timelines through Learning via SurprisabilityChaos (Chaos), 2025 O. Mokryn Teddy Lazebnik Hagit Ben-Shoshan AI4TS 250 0 0 06 Mar 2025
Guiding LLMs to Generate High-Fidelity and High-Quality Counterfactual Explanations for Text Classification Van Bach Nguyen C. Seifert Jorg Schlotterer BDL 424 0 0 06 Mar 2025
Conceptual Contrastive Edits in Textual and Vision-Language Retrieval Maria Lymperaiou Giorgos Stamou VLM 302 0 0 01 Mar 2025
Why Trust in AI May Be Inevitable Nghi Truong Phanish Puranam Ilia Testlin 110 0 0 28 Feb 2025
QPM: Discrete Optimization for Globally Interpretable Image ClassificationInternational Conference on Learning Representations (ICLR), 2025 Thomas Norrenbrock Timo Kaiser Sovan Biswas R. Manuvinakurike Bodo Rosenhahn 331 2 0 27 Feb 2025
Less or More: Towards Glanceable Explanations for LLM Recommendations Using Ultra-Small DevicesInternational Conference on Intelligent User Interfaces (IUI), 2025 Xinru Wang Mengjie Yu Hannah Nguyen Michael Iuzzolino Tianyi Wang ... Ting Zhang Naveen Sendhilnathan Hrvoje Benko Haijun Xia Tanya R. Jonker 181 2 0 26 Feb 2025
A Method for Evaluating the Interpretability of Machine Learning Models in Predicting Bond Default Risk Based on LIME and SHAP Yan Zhang Lin Chen Yixiang Tian FAtt 175 2 0 26 Feb 2025
Can LLMs Explain Themselves Counterfactually? Zahra Dehghanighobadi Asja Fischer Muhammad Bilal Zafar LRM 374 2 0 25 Feb 2025
All You Need for Counterfactual Explainability Is Principled and Reliable Estimate of Aleatoric and Epistemic Uncertainty Kacper Sokol Eyke Hüllermeier 314 2 0 24 Feb 2025
Comparing zero-shot self-explanations with human rationales in text classification Stephanie Brandl Oliver Eberle 203 0 0 24 Feb 2025
RobustX: Robust Counterfactual Explanations Made EasyInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Junqi Jiang Luca Marzari Aaryan Purohit Francesco Leofante CML 260 3 0 20 Feb 2025
Improving Chain-of-Thought Reasoning via Quasi-Symbolic AbstractionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Leonardo Ranaldi Marco Valentino André Freitas ReLM LRM 164 15 0 18 Feb 2025
Q-STRUM Debate: Query-Driven Contrastive Summarization for Recommendation ComparisonAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 George Saad Scott Sanner 157 0 0 18 Feb 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 844 0 0 17 Feb 2025
A Scoresheet for Explainable AIAdaptive Agents and Multi-Agent Systems (AAMAS), 2025 Michael Winikoff John Thangarajah Sebastian Rodriguez 159 1 0 14 Feb 2025
Discovering Chunks in Neural Embeddings for Interpretability Shuchen Wu Stephan Alaniz Eric Schulz Zeynep Akata 222 0 0 03 Feb 2025
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature ReviewACM Computing Surveys (ACM CSUR), 2024 Giovanni Ciatto Federico Sabbatini Andrea Agiollo Matteo Magnini Andrea Omicini 204 27 0 28 Jan 2025
XEQ Scale for Evaluating XAI Experience Quality A. Wijekoon Nirmalie Wiratunga D. Corsar Kyle Martin Ikechukwu Nkisi-Orji Belén Díaz-Agudo Derek Bridge 347 2 0 20 Jan 2025
Evidential Deep Learning for Uncertainty Quantification and Out-of-Distribution Detection in Jet Identification using Deep Neural Networks Ayush Khot Xiwei Wang Avik Roy Volodymyr V. Kindratenko Mark S. Neubauer EDL 205 5 0 10 Jan 2025
Mechanistic understanding and validation of large AI models with SemanticLens Maximilian Dreyer J. Berend Tobias Labarta Johanna Vielhaben Thomas Wiegand Sebastian Lapuschkin Wojciech Samek 167 20 0 10 Jan 2025
The explanation dialogues: an expert focus study to understand requirements towards explanations within the GDPRArtificial Intelligence and Law (AI & Law), 2025 Laura State Alejandra Bringas Colmenarejo Andrea Beretta Salvatore Ruggieri Franco Turini Stephanie Law AILaw ELM 242 1 0 10 Jan 2025