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Explainable artificial intelligence

Papers archive 2025-07-28

archive papers tagged: 971 · with a code link: 305 · where Syntology ran a sample: 40 (35 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (40 of 971 tagged: 35 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)

Page 10 of 10: papers 901 to 971 of 971, 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.

• Argumentation Theoretical Frameworks for Explainable Artificial Intelligence
  1 Nov 2020 0 repositories listed
• ExTRA: Explainable Therapy-Related Annotations
  1 Nov 2020 0 repositories listed
• Towards Harnessing Natural Language Generation to Explain Black-box Models
  1 Nov 2020 0 repositories listed
• An Experimentation Platform for Explainable Coalition Situational Understanding
  27 Oct 2020 0 repositories listed
• Interpreting convolutional networks trained on textual data
  20 Oct 2020 0 repositories listed
• Squashing activation functions in benchmark tests: towards eXplainable Artificial Intelligence using continuous-valued logic
  17 Oct 2020 0 repositories listed
• A general approach to compute the relevance of middle-level input features
  16 Oct 2020 0 repositories listed
• A Series of Unfortunate Counterfactual Events: the Role of Time in Counterfactual Explanations
  9 Oct 2020 0 repositories listed
• Integrating Intrinsic and Extrinsic Explainability: The Relevance of Understanding Neural Networks for Human-Robot Interaction
  9 Oct 2020 0 repositories listed
• Explainability via Responsibility
  4 Oct 2020 0 repositories listed
• Ensembles of Convolutional Neural Networks models for pediatric pneumonia diagnosis
  29 Sep 2020 0 repositories listed
• The design and implementation of Language Learning Chatbot with XAI using Ontology and Transfer Learning
  29 Sep 2020 0 repositories listed
• Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing
  22 Sep 2020 0 repositories listed
• What Do You See? Evaluation of Explainable Artificial Intelligence (XAI) Interpretability through Neural Backdoors
  22 Sep 2020 0 repositories listed
• Better Model Selection with a new Definition of Feature Importance
  16 Sep 2020 0 repositories listed
• An Argumentation-based Approach for Explaining Goal Selection in Intelligent Agents
  14 Sep 2020 0 repositories listed
• Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations
  14 Sep 2020 0 repositories listed
• Argumentation-based Agents that Explain their Decisions
  13 Sep 2020 0 repositories listed
• Explainable Artificial Intelligence for Process Mining: A General Overview and Application of a Novel Local Explanation Approach for Predictive Process Monitoring
  4 Sep 2020 0 repositories listed
• Explainability in Deep Reinforcement Learning
  15 Aug 2020 0 repositories listed
• Survey of XAI in digital pathology
  14 Aug 2020 0 repositories listed
• Explainable Artificial Intelligence Based Fault Diagnosis and Insight Harvesting for Steel Plates Manufacturing
  10 Aug 2020 0 repositories listed
• Distributed Linguistic Representations in Decision Making: Taxonomy, Key Elements and Applications, and Challenges in Data Science and Explainable Artificial Intelligence
  4 Aug 2020 0 repositories listed
• Safety design concepts for statistical machine learning components toward accordance with functional safety standards
  4 Aug 2020 0 repositories listed
• Locality Guided Neural Networks for Explainable Artificial Intelligence
  12 Jul 2020 0 repositories listed
• Am I Building a White Box Agent or Interpreting a Black Box Agent?
  2 Jul 2020 0 repositories listed
• Drug discovery with explainable artificial intelligence
  1 Jul 2020 0 repositories listed
• Using Deep Learning and Explainable Artificial Intelligence in Patients' Choices of Hospital Levels
  24 Jun 2020 0 repositories listed
• Does Explainable Artificial Intelligence Improve Human Decision-Making?
  19 Jun 2020 0 repositories listed
• Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey
  16 Jun 2020 0 repositories listed
• Explainable Artificial Intelligence: a Systematic Review
  29 May 2020 0 repositories listed
• A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation
  21 May 2020 0 repositories listed
• Evolved Explainable Classifications for Lymph Node Metastases
  14 May 2020 0 repositories listed
• Explainable Reinforcement Learning: A Survey
  13 May 2020 0 repositories listed
• A multi-component framework for the analysis and design of explainable artificial intelligence
  5 May 2020 0 repositories listed
• Post-hoc explanation of black-box classifiers using confident itemsets
  5 May 2020 0 repositories listed
• Explainable Goal-Driven Agents and Robots -- A Comprehensive Review
  21 Apr 2020 0 repositories listed
• Directions for Explainable Knowledge-Enabled Systems
  17 Mar 2020 0 repositories listed
• Foundations of Explainable Knowledge-Enabled Systems
  17 Mar 2020 0 repositories listed
• Vector symbolic architectures for context-free grammars
  11 Mar 2020 0 repositories listed
• EXPLAIN-IT: Towards Explainable AI for Unsupervised Network Traffic Analysis
  3 Mar 2020 0 repositories listed
• The Pragmatic Turn in Explainable Artificial Intelligence (XAI)
  22 Feb 2020 0 repositories listed
• Towards explainable meta-learning
  11 Feb 2020 0 repositories listed
• Explainable Artificial Intelligence and Machine Learning: A reality rooted perspective
  26 Jan 2020 0 repositories listed
• Improved Explanatory Efficacy on Human Affect and Workload through Interactive Process in Artificial Intelligence
  13 Dec 2019 0 repositories listed
• Explainability Fact Sheets: A Framework for Systematic Assessment of Explainable Approaches
  11 Dec 2019 0 repositories listed
• Explainable artificial intelligence model to predict acute critical illness from electronic health records
  3 Dec 2019 0 repositories listed
• Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response
  22 Nov 2019 0 repositories listed
• Towards Quantification of Explainability in Explainable Artificial Intelligence Methods
  22 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
• Towards Explainable Artificial Intelligence
  26 Sep 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
• Towards a Rigorous Evaluation of XAI Methods on Time Series
  16 Sep 2019 0 repositories listed
• The Challenge of Imputation in Explainable Artificial Intelligence Models
  29 Jul 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
• Infusing domain knowledge in AI-based "black box" models for better explainability with application in bankruptcy prediction
  27 May 2019 0 repositories listed
• A Grounded Interaction Protocol for Explainable Artificial Intelligence
  5 Mar 2019 0 repositories listed
• Explainable Artificial Intelligence and its potential within Industry
  1 Jan 2019 0 repositories listed
• Proceedings of the 1st Workshop on Interactive Natural Language Technology for Explainable Artificial Intelligence (NL4XAI 2019)
  1 Jan 2019 0 repositories listed
• Some Insights Towards a Unified Semantic Representation of Explanation for eXplainable Artificial Intelligence
  1 Jan 2019 0 repositories listed
• Representation, Justification and Explanation in a Value Driven Agent: An Argumentation-Based Approach
  13 Dec 2018 0 repositories listed
• Explainable artificial intelligence (XAI), the goodness criteria and the grasp-ability test
  22 Oct 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
• Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models
  28 Aug 2017 0 repositories listed
• Explanation in Artificial Intelligence: Insights from the Social Sciences
  22 Jun 2017 0 repositories listed