Paper Citation Record · LEDGER

Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 46 inbound Pith citation observations for arXiv:2006.11371.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2006.11371 v2

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measured 46 of 46 standing notices

One-hop event checks from named stored sources.

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measured 46 of 46 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 1 of 1 external citation measurements

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External citation measurements

498
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

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Pith citing papers

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Industry Practitioners Perspectives on AI Model Quality: Perceptions, Challenges, and Solutions cites this paper.

Industry Practitioners Perspectives on AI Model Quality: Perceptions, Challenges, and Solutions Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 36

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An Explainable Machine Learning Approach for Age and Gender Estimation in Living Individuals Using Dental Biometrics cites this paper.

An Explainable Machine Learning Approach for Age and Gender Estimation in Living Individuals Using Dental Biometrics Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 7

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Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey cites this paper.

Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 62

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MATCHED: Multimodal Authorship-Attribution To Combat Human Trafficking in Escort-Advertisement Data cites this paper.

MATCHED: Multimodal Authorship-Attribution To Combat Human Trafficking in Escort-Advertisement Data Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 15

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Future Research Avenues for Artificial Intelligence in Digital Gaming: An Exploratory Report cites this paper.

Future Research Avenues for Artificial Intelligence in Digital Gaming: An Exploratory Report Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 132

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A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security cites this paper.

A Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 37

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Evaluating the Effectiveness of XAI Techniques for Encoder-Based Language Models cites this paper.

Evaluating the Effectiveness of XAI Techniques for Encoder-Based Language Models Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 3

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Explaining Facial Expression Recognition cites this paper.

Explaining Facial Expression Recognition Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 6

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EVolutionary Independent DEtermiNistiC Explanation cites this paper.

EVolutionary Independent DEtermiNistiC Explanation Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 23

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Sparks of Explainability: Recent Advancements in Explaining Large Vision Models cites this paper.

Sparks of Explainability: Recent Advancements in Explaining Large Vision Models Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 70

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Coherent Local Explanations for Mathematical Optimization cites this paper.

Coherent Local Explanations for Mathematical Optimization Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 9

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Do Users' Explainability Needs in Software Change with Mood? cites this paper.

Do Users' Explainability Needs in Software Change with Mood? Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 12

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CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey cites this paper.

CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 30

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Improving Human-Autonomous Vehicle Interaction in Complex Systems cites this paper.

Improving Human-Autonomous Vehicle Interaction in Complex Systems Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 50

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Enhancing Interpretability of Quantum-Assisted Blockchain Clustering via AI Agent-Based Qualitative Analysis cites this paper.

Enhancing Interpretability of Quantum-Assisted Blockchain Clustering via AI Agent-Based Qualitative Analysis Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 8

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Revisiting LRP: Positional Attribution as the Missing Ingredient for Transformer Explainability cites this paper.

Revisiting LRP: Positional Attribution as the Missing Ingredient for Transformer Explainability Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 19

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Iterative Self-Improvement of Vision Language Models for Image Scoring and Self-Explanation cites this paper.

Iterative Self-Improvement of Vision Language Models for Image Scoring and Self-Explanation Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 7

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CACTUS as a Reliable Tool for Early Classification of Age-related Macular Degeneration cites this paper.

CACTUS as a Reliable Tool for Early Classification of Age-related Macular Degeneration Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 6

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Pathwise Explanation of ReLU Neural Networks cites this paper.

Pathwise Explanation of ReLU Neural Networks Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 5

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Human-Centered Explainability in Interactive Information Systems: A Survey cites this paper.

Human-Centered Explainability in Interactive Information Systems: A Survey Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 163

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DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values cites this paper.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents cites this paper.

"So, Tell Me About Your Policy...": Distillation of interpretable policies from Deep Reinforcement Learning agents Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 8

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A Taxonomy for Design and Evaluation of Prompt-Based Natural Language Explanations cites this paper.

A Taxonomy for Design and Evaluation of Prompt-Based Natural Language Explanations Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 2018

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Robust Explanations Through Uncertainty Decomposition: A Path to Trustworthier AI cites this paper.

Robust Explanations Through Uncertainty Decomposition: A Path to Trustworthier AI Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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SHAP-Guided Regularization in Machine Learning Models cites this paper.

SHAP-Guided Regularization in Machine Learning Models Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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ELASTIC: Event-Tracking Data Synchronization in Soccer Without Annotated Event Locations cites this paper.

ELASTIC: Event-Tracking Data Synchronization in Soccer Without Annotated Event Locations Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 2025

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Attribution Graphs and Causal Probing for Mechanistic Discovery and Bias Repair in Multimodal Generative Learning cites this paper.

Attribution Graphs and Causal Probing for Mechanistic Discovery and Bias Repair in Multimodal Generative Learning Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 17

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Attribution Graphs and Causal Probing for Mechanistic Discovery and Bias Repair in Multimodal Generative Learning cites this paper.

Attribution Graphs and Causal Probing for Mechanistic Discovery and Bias Repair in Multimodal Generative Learning Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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A Multi-level Analysis of Factors Associated with Student Performance: A Machine Learning Approach to the SAEB Microdata cites this paper.

A Multi-level Analysis of Factors Associated with Student Performance: A Machine Learning Approach to the SAEB Microdata Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 27

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Delta-XAI: A Unified Framework for Explaining Prediction Changes in Online Time Series Monitoring cites this paper.

Delta-XAI: A Unified Framework for Explaining Prediction Changes in Online Time Series Monitoring Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 2

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DCFO: Density-Based Counterfactuals for Outliers -- Additional Material cites this paper.

DCFO: Density-Based Counterfactuals for Outliers -- Additional Material Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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X-SYS: A Reference Architecture for Interactive Explanation Systems cites this paper.

X-SYS: A Reference Architecture for Interactive Explanation Systems Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 26

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From Attribution to Action: A Human-Centered Application of Activation Steering cites this paper.

From Attribution to Action: A Human-Centered Application of Activation Steering Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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From Attribution to Action: A Human-Centered Application of Activation Steering cites this paper.

From Attribution to Action: A Human-Centered Application of Activation Steering Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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Interpretable and Explainable Surrogate Modeling for Simulations: A State-of-the-Art Survey and Perspectives on Explainable AI for Decision-Making cites this paper.

Interpretable and Explainable Surrogate Modeling for Simulations: A State-of-the-Art Survey and Perspectives on Explainable AI for Decision-Making Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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Using Learning Theories to Evolve Human-Centered XAI: Future Perspectives and Challenges cites this paper.

Using Learning Theories to Evolve Human-Centered XAI: Future Perspectives and Challenges Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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A New Technique for AI Explainability using Feature Association Map cites this paper.

A New Technique for AI Explainability using Feature Association Map Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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A New Technique for AI Explainability using Feature Association Map cites this paper.

A New Technique for AI Explainability using Feature Association Map Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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A New Technique for AI Explainability using Feature Association Map cites this paper.

A New Technique for AI Explainability using Feature Association Map Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces cites this paper.

Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 176

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UNR-Explainer: Counterfactual Explanations for Unsupervised Node Representation Learning Models cites this paper.

UNR-Explainer: Counterfactual Explanations for Unsupervised Node Representation Learning Models Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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OPTIMUS-Prime: Minimal and Sufficient Concept Explanations for Deep Vision Models cites this paper.

OPTIMUS-Prime: Minimal and Sufficient Concept Explanations for Deep Vision Models Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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The Unseen Hand: Manipulating Model Fairness and SHAP with Targeted Identity Re-Association Attacks cites this paper.

The Unseen Hand: Manipulating Model Fairness and SHAP with Targeted Identity Re-Association Attacks Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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From Plausible to Actionable: A Position on LLM Self-Explanations cites this paper.

From Plausible to Actionable: A Position on LLM Self-Explanations Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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Concept-based Visual Counterfactual Explanations with Diffusion Models cites this paper.

Concept-based Visual Counterfactual Explanations with Diffusion Models Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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(EC)2: Event-Centric Explainability for Cybersecurity Through Multi-Agent LLM Investigations cites this paper.

(EC)2: Event-Centric Explainability for Cybersecurity Through Multi-Agent LLM Investigations Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

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