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Explainable Artificial Intelligence (XAI)

Papers archive 2025-07-28

archive papers tagged: 1,041 · with a code link: 296 · where Syntology ran a sample: 40 (33 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (40 of 1,041 tagged: 33 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Page 11 of 11: papers 1,001 to 1,041 of 1,041, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Vector symbolic architectures for context-free grammars
  11 Mar 2020 0 repositories listed
• Understanding the Prediction Mechanism of Sentiments by XAI Visualization
  3 Mar 2020 0 repositories listed
• A Study on Multimodal and Interactive Explanations for Visual Question Answering
  1 Mar 2020 0 repositories listed
• What Emotions Make One or Five Stars? Understanding Ratings of Online Product Reviews by Sentiment Analysis and XAI
  29 Feb 2020 0 repositories listed
• The Pragmatic Turn in Explainable Artificial Intelligence (XAI)
  22 Feb 2020 0 repositories listed
• Leveraging Rationales to Improve Human Task Performance
  11 Feb 2020 0 repositories listed
• Towards explainable meta-learning
  11 Feb 2020 0 repositories listed
• Explainable Active Learning (XAL): An Empirical Study of How Local Explanations Impact Annotator Experience
  24 Jan 2020 0 repositories listed
• Proxy Tasks and Subjective Measures Can Be Misleading in Evaluating Explainable AI Systems
  22 Jan 2020 0 repositories listed
• Questioning the AI: Informing Design Practices for Explainable AI User Experiences
  8 Jan 2020 0 repositories listed
• Measuring the Quality of Explanations: The System Causability Scale (SCS). Comparing Human and Machine Explanations
  19 Dec 2019 0 repositories listed
• Toward Personalized XAI: A Case Study in Intelligent Tutoring Systems
  10 Dec 2019 0 repositories listed
• Explainable artificial intelligence model to predict acute critical illness from electronic health records
  3 Dec 2019 0 repositories listed
• Natural Language Generation Challenges for Explainable AI
  20 Nov 2019 0 repositories listed
• Explainable Artificial Intelligence (XAI) for 6G: Improving Trust between Human and Machine
  11 Nov 2019 0 repositories listed
• Do Explanations Reflect Decisions? A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms
  16 Oct 2019 0 repositories listed
• How a minimal learning agent can infer the existence of unobserved variables in a complex environment
  15 Oct 2019 0 repositories listed
• On Evaluating Explainability Algorithms
  25 Sep 2019 0 repositories listed
• Towards Explainable Neural-Symbolic Visual Reasoning
  19 Sep 2019 0 repositories listed
• Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation
  19 Sep 2019 0 repositories listed
• Towards a Rigorous Evaluation of XAI Methods on Time Series
  16 Sep 2019 0 repositories listed
• X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust
  15 Sep 2019 0 repositories listed
• A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI
  17 Jul 2019 0 repositories listed
• Mediation Challenges and Socio-Technical Gaps for Explainable Deep Learning Applications
  16 Jul 2019 0 repositories listed
• A Human-Grounded Evaluation of SHAP for Alert Processing
  7 Jul 2019 0 repositories listed
• From Clustering to Cluster Explanations via Neural Networks
  18 Jun 2019 0 repositories listed
• The Twin-System Approach as One Generic Solution for XAI: An Overview of ANN-CBR Twins for Explaining Deep Learning
  20 May 2019 0 repositories listed
• How Case Based Reasoning Explained Neural Networks: An XAI Survey of Post-Hoc Explanation-by-Example in ANN-CBR Twins
  17 May 2019 0 repositories listed
• Natural Language Interaction with Explainable AI Models
  13 Mar 2019 0 repositories listed
• A Grounded Interaction Protocol for Explainable Artificial Intelligence
  5 Mar 2019 0 repositories listed
• Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI
  5 Feb 2019 0 repositories listed
• Explaining Explanations to Society
  19 Jan 2019 0 repositories listed
• Interaction Design for Explainable AI: Workshop Proceedings
  13 Dec 2018 0 repositories listed
• Metrics for Explainable AI: Challenges and Prospects
  11 Dec 2018 0 repositories listed
• Explainable artificial intelligence (XAI), the goodness criteria and the grasp-ability test
  22 Oct 2018 0 repositories listed
• Towards Providing Explanations for AI Planner Decisions
  15 Oct 2018 0 repositories listed
• Explainable Black-Box Attacks Against Model-based Authentication
  28 Sep 2018 0 repositories listed
• XAI Beyond Classification: Interpretable Neural Clustering
  22 Aug 2018 0 repositories listed
• Explainable Security
  11 Jul 2018 0 repositories listed
• Towards a Grounded Dialog Model for Explainable Artificial Intelligence
  21 Jun 2018 0 repositories listed
• Improved Explainability of Capsule Networks: Relevance Path by Agreement
  27 Feb 2018 0 repositories listed