Latest Articles for Explanations

AIDE customizes explanations for machine learning predictions based on user intent.

A new method enhances understanding of 3D segmentation models in healthcare.

Examining how Shapley value aids in data interpretation and query results.

A new approach offers clearer explanations for image classification decisions.

A novel approach to enhance understanding of GNN predictions through causal relationships.

This article explores how paraconsistent logic improves abductive reasoning in complex situations.

Exploring how external inputs shape responses of large language models.

This study examines the reliability of rationalization models under adversarial attacks.

Examining how explanation styles impact user understanding and trust in AI tools.

A new model improves depression detection in social media posts with clear explanations.

Examining LVLMs' effectiveness in generating multilingual art explanations.

A novel method enhances detection and explanation of fake news.

Examining how explanation errors affect trust in autonomous vehicles.

AI explanations can aid learning but lack lasting impact.

Exploring how clearer explanations enhance trust in recommendations.

A new method improves AI explanations through collaboration between two language models.

A new method interprets authorship attribution models for improved accuracy and trust.

This article explores how context improves user decision-making with AI systems.

A new method uses language models for better URL safety assessment.

This study examines the effectiveness of explanations in job recommender systems.

GRACE helps robots act socially while performing tasks in homes and workplaces.

A look into assessing the trustworthiness of AI explanations through adversarial sensitivity.

Enhancing how robots explain themselves leads to better human-robot relationships.

How AI shapes our decisions through recommendations and explanations.

A new approach improves clarity in computer language models.

A new model enhances VQA by providing detailed explanations for educational content.

A look into how hidden tricks affect language models and their explanations.

New method helps computers explain visual decisions more clearly.

Discover how new methods improve question answering systems for better user experience.

A clear new method for answering questions from tables.

A novel approach to identifying and explaining hate speech on social media.

Explore how contrastive explanations enhance trust and understanding in machine learning models.

Discover a tool that clarifies cluster analysis for better data insights.