Research Areas and Publications

• All Publications
• Publication List by Topic
• Abduction
• Active Learning
• Advice-taking Learners
• Autonomic Computing
• Bioinformatics
• Cognitive Science
• Connecting Language and Perception
• Language and Robotics
• Language and Vision
• Ensemble Learning
• Explainable AI
• Explanation-Based Learning
• Inductive Learning
• Inductive Logic Programming
• Learning for Planning and Problem Solving
• Learning for Recommender Systems
• Natural Language Processing
• Combining Logical and Distributional Semantics
• Information Extraction
• Learning for Semantic Parsing
• Lexical Semantics
• Natural Language for Software Engineering
• Script Learning
• Text Categorization and Clustering
• Text Data Mining
• Neural-Symbolic Learning
• Qualitative Modeling & Diagnosis
• Record Linkage & Duplicate Detection
• Reinforcement Learning
• Semi-Supervised Learning
• Statistical Relational Learning
• Student Modeling for Intelligent Tutoring Systems
• Theory and Knowledge Refinement
• Transfer Learning
• Uncertain and Probabilistic Reasoning
• Unsupervised Learning, Clustering, and Self-Organization
• Publication List by Year
• 2025
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