← Core AI
Artificial Intelligence › Core AI ›

Interpretability

7318 directly classified papers

Papers per year

Papers

Memorization: A Close Look at Books ACL 2025
Dynamic Reference Extraction and Linking across Multiple Scholarly Knowledge Graphs IJCNLP 2025
clujteam at SemEval-2025 Task 10: Finetuning SmolLM2 with Taxonomy-based Prompting for Explaining the Dominant Narrative in Propaganda Textt ACL 2025
A Diagnostic Framework for Auditing Reference-Free Vision-Language Metrics IJCNLP 2025
Learning Accurate and Interpretable Decision Trees (Extended Abstract) 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
A Semantic Framework for Neurosymbolic Computation (Abstract Reprint) IJCAI 2025
Causal Explanation of Quality of Parent-Child Interactions with Multimodal Behavioral Features (Student Abstract) AAAI 2025
Four Axiomatic Characterizations of the Integrated Gradients Attribution Method JMLR 2025
DeepCAVE: A Visualization and Analysis Tool for Automated Machine Learning JMLR 2025
Explain It as Simple as Possible, but No Simpler – Explanation via Model Simplification for Addressing Inferential Gap (Abstract Reprint) IJCAI 2025
Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations EMNLP 2025
BEE: Metric-Adapted Explanations via Baseline Exploration-Exploitation AAAI 2025
Towards Utilising a Range of Neural Activations for Comprehending Representational Associations WACV 2025
How Do Large Vision-Language Models See Text in Image? Unveiling the Distinctive Role of OCR Heads EMNLP 2025
Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness EMNLP 2025
RAG-Zeval: Enhancing RAG Responses Evaluator through End-to-End Reasoning and Ranking-Based Reinforcement Learning EMNLP 2025
Artificial Impressions: Evaluating Large Language Model Behavior Through the Lens of Trait Impressions EMNLP 2025
Beyond the Score: Uncertainty-Calibrated LLMs for Automated Essay Assessment EMNLP 2025
WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild? EMNLP 2025
A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models EMNLP 2025
Constructing Fair Latent Space for Intersection of Fairness and Explainability AAAI 2025
Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models EMNLP 2025
CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification AAAI 2025
RAVEN++: Pinpointing Fine-Grained Violations in Advertisement Videos with Active Reinforcement Reasoning EMNLP 2025