conftrace_

explainable ai

480 papers

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Co-occurring keywords

feature attribution (280) explainable artificial intelligence (130) large language model (13587) model interpretability (519) text classification (6793) counterfactual explanation (139) neural network (6616) shapley value (206) graph neural network (3962) saliency map (125)

Papers

Extracting PAC Decision Trees from Black Box Binary Classifiers: The Gender Bias Study Case on BERT-based Language Models AAAI 2025
Probabilistic Explanations for Linear Models AAAI 2025
EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction AAAI 2025
Natural Language Counterfactual Explanations in Financial Text Classification: A Comparison of Generators and Evaluation Metrics ACL 2025
Guardians of Trust: Risks and Opportunities for LLMs in Mental Health ACL 2025
Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice AAAI 2025
An XAI Social Media Platform for Teaching K-12 Students AI-Driven Profiling, Clustering, and Engagement-Based Recommending AAAI 2025
Counterfactual Explanations of Time Varying Rankings (Student Abstract) AAAI 2025
VEGAS: Towards Visually Explainable and Grounded Artificial Social Intelligence AAAI 2025
ERCI: An Explainable Experience Replay Approach with Causal Inference for Deep Reinforcement Learning AAAI 2025
Who’s the Author? How Explanations Impact User Reliance in AI-Assisted Authorship Attribution EMNLP 2025
Assessing the Reliability of LLMs Annotations in the Context of Demographic Bias and Model Explanation ACL 2025
RobustX: Robust Counterfactual Explanations Made Easy IJCAI 2025
Even-if Explanations: Formal Foundations, Priorities and Complexity AAAI 2025
Explainable ICD Coding via Entity Linking NAACL 2025
Why the Agent Made that Decision: Contrastive Explanation Learning for Reinforcement Learning IJCAI 2025
MatchXplain: Analyzing Preferences, Explaining Outcomes, and Simplifying Decisions IJCAI 2025
TRACE-CS: A Synergistic Approach to Explainable Course Scheduling Using LLMs and Logic AAAI 2025
Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint AAAI 2025
FarExStance: Explainable Stance Detection for Farsi COLING 2025
EMaP: Explainable AI with Manifold-based Perturbations JMLR 2025
Diffusion Models for Attribution AAAI 2025
SURF: A System to Unveil Explainable Risk Relations between Firms NAACL 2025
Most General Explanations of Tree Ensembles IJCAI 2025
Cross-Lingual Mental Health Ontologies for Indian Languages: Bridging Patient Expression and Clinical Understanding through Explainable AI and Human-in-the-Loop Validation IJCNLP 2025