| 2008 | AAAI | Achieving Far Transfer in an Integrated Cognitive Architecture. | Daniel G. Shapiro, Tolga Knik, Paul O'Rorke |
| 1996 | UAI | Why is diagnosis using belief networks insensitive to imprecision in probabilities? | Max Henrion, Malcolm Pradhan, Brendan Del Favero, Kurt Huang, Gregory M. Provan, Paul O'Rorke |
| 1994 | AAAI | Focusing on the Most Important Explanations: Decision-Theoretic Horn Abduction. | Paul O'Rorke |
| 1993 | ICML | Explaining and Generalizing Diagnostic Decisions. | Paul O'Rorke, Yousri El Fattah, Margaret Elliott |
| 1991 | ICML | Machine Learning for Nondestructive Evaluation. | Paul O'Rorke, Steven Morris, Michael Amirfathi, William E. Bond, Daniel C. St. Clair |
| 1991 | ICML | Constraints on Predicate Invention. | Rdiger Wirth, Paul O'Rorke |
| 1989 | ICML | Learning to Recognize Plans Involving Affect. | Paul O'Rorke, Timothy Cain, Andrew Ortony |
| 1989 | ICML | Theory Formation by Abduction: Initial Results of a Case Study Based on the Chemical Revolution. | Paul O'Rorke, Steven Morris, David Schulenburg |
| 1984 | AAAI | Generalization for Explanation-Based Schema Acquisition. | Paul O'Rorke |
| 1983 | AAAI | Reasons for Beliefs in Understanding: Applications of Non-Monotonic Dependencies to Story Processing. | Paul O'Rorke |
| 1982 | CADE | Comparison of Natural Deduction and Locking Resolution Implementations. | Steven Greenbaum, A. Nagasaka, Paul O'Rorke, David A. Plaisted |