| Evaluating Self-attention Interpretability Through Human-Grounded Experimental Protocol
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2023 |
Bhan, Milan |
| A Deep Dive into Perturbations as Evaluation Technique for Time Series XAI
|
2023 |
Schlegel, Udo |
| For Better or Worse: The Impact of Counterfactual Explanations’ Directionality on User Behaviorin xAI
|
2023 |
Kuhl, Ulrike |
| Hardness of Deceptive Certificate Selection
|
2023 |
Wildchen, Stephan |
| A Novel Structured Argumentation Framework for Improved Explainability of Classification Tasks
|
2023 |
Rizzo, Lucas |
| Outcome-Guided Counterfactuals from a Jointly Trained Generative Latent Space
|
2023 |
Yeh, Eric |
| Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks
|
2023 |
Ballout, Mohamad |
| From Black Boxes to Conversations: Incorporating XAl in a Conversational Agent
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2023 |
Nguyen, Van Bach |
| Toward Inclusive Online Environments: Counterfactual-Inspired XAI for Detecting and Interpreting Hateful and Offensive Tweets
|
2023 |
Qureshi, Muhammad Deedahwar Mazhar |
| Causal-Based Spatio-Temporal Graph Neural Networks for Industrial Internet of Things Multivariate Time Series Forecasting
|
2023 |
Miraki, Amir |
| Towards a Comprehensive Human-Centred Evaluation Framework for Explainable Al
|
2023 |
Donoso-Guzmán, Ivania |
| Concept Distillation in Graph Neural Networks
|
2023 |
Magister, Lucie Charlotte |
| Adding Why to What? Analyses of an Everyday Explanation
|
2023 |
Terfloth, Lutz |
| Leveraging Group Contrastive Explanations for Handling Fairness
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2023 |
Castelnovo, Alessandro |
| Explainable Machine Learning via Argumentation
|
2023 |
Prentzas, Nicoletta |
| Improving Local Fidelity of LIMEby CVAE
|
2023 |
Yasui, Daisuke |
| Integrating GPT-Technologies with Decision Models for Explainability
|
2023 |
Goossens, Alexandre |
| Investigating the Effect of Pre-processing Methods on Model Decision-Making in EEG-Based Person Identification
|
2023 |
Tapia, Carlos Gémez |
| State Graph Based Explanation Approach for Black-Box Time Series Model
|
2023 |
Huang, Yiran |
| Development of a Human-Centred Psychometric Test for the Evaluation of Explanations Produced by XAI Methods
|
2023 |
Vilone, Giulia |
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