| 2015 | NAACL | Recognizing Social Constructs from Textual Conversation. | Somak Aditya, Chitta Baral, Nguyen Ha Vo, Joohyung Lee, Jieping Ye, Zaw Naung, Barry Lumpkin, Jenny Hastings, Richard B. Scherl, Dawn M. Sweet, Daniela Inclezan |
| 2008 | PRICAI | State-Based Regression with Sensing and Knowledge. | Richard B. Scherl, Tran Cao Son, Chitta Baral |
| 2003 | DaWaK | Using an Interest Ontology for Improved Support in Rule Mining. | Xiaoming Chen, Xuan Zhou, Richard B. Scherl, James Geller |
| 2003 | IJCAI | Reasoning about the Interaction of Knowledge, Time and Concurrent Actions in the Situation Calculus. | Richard B. Scherl |
| 2000 | AAAI | What Sensing Tells Us: Towards a Formal Theory of Testing for Dynamical Systems. | Sheila A. McIlraith, Richard B. Scherl |
| 1998 | TIME | A Logic of Action, Causality, and the Temporal Relations of Events. | Richard B. Scherl, Glenn Shafer |
| 1994 | JELIA | Equality and Constrained Resolution. | Richard B. Scherl |
| 1993 | AAAI | The Frame Problem and Knowledge-Producing Actions. | Richard B. Scherl, Hector J. Levesque |
| 1991 | KR | A General Framework for Modal Deduction. | Alan M. Frisch, Richard B. Scherl |
| 1990 | JELIA | A Constraint Logic Approach to Modal Deduction. | Alan M. Frisch, Richard B. Scherl |