| 2021 | NLDB | Overcoming the Knowledge Bottleneck Using Lifelong Learning by Social Agents. | Sergei Nirenburg, Marjorie McShane, Jesse English |
| 2019 | CogSci | Applying Deep Language Understanding to Open Text: Lessons Learned. | Marjorie McShane, Stephen Beale, Irene Nirenburg |
| 2018 | NLDB | Toward Human-Like Robot Learning. | Sergei Nirenburg, Marjorie McShane, Stephen Beale, Peter Wood, Brian Scassellati, Olivier Mangin, Alessandro Roncone |
| 2015 | AAAI | Automatic Ellipsis Resolution: Recovering Covert Information from Text. | Marjorie McShane, Petr Babkin |
| 2015 | NLDB | The Interplay of Language Processing, Reasoning and Decision-Making in Cognitive Computing. | Sergei Nirenburg, Marjorie McShane |
| 2013 | CogSci | Mental Model Ascription by Language-Enabled Intelligent Agents. | Marjorie McShane |
| 2010 | IC3K | Hybrid Methods of Knowledge Elicitation within a Unified Representational Knowledge Scheme. | Sergei Nirenburg, Marjorie McShane, Stephen Beale, Roberta Catizone |
| 2008 | COLING | Language Understanding in Maryland Virtual Patient. | Sergei Nirenburg, Stephen Beale, Marjorie McShane, Bruce Jarrell, George Fantry |
| 2007 | AIME | Knowledge-Based Modeling and Simulation of Diseases with Highly Differentiated Clinical Manifestations. | Marjorie McShane, Sergei Nirenburg, Stephen Beale, Bruce Jarrell, George Fantry |
| 2006 | FlAIRS | The Semantics of Backing Up (Or: What to do with Prepositions and Particles?). | Marjorie McShane, Stephen Beale, Sergei Nirenburg |
| 2006 | FlAIRS | Cognitive Simulation in Virtual Patients. | Sergei Nirenburg, Marjorie McShane, Stephen Beale, Thomas P. O'Hara, Bruce Jarrell, George Fantry, John Raczek |
| 2005 | ACL | Semantically Rich Human-Aided Machine Annotation. | Marjorie McShane, Sergei Nirenburg, Stephen Beale, Thomas P. O'Hara |
| 2005 | IJCNLP | Increasing Understanding: Interpreting Events of Change. | Sergei Nirenburg, Marjorie McShane, Stephen Beale |
| 2004 | LREC | Some Meaning Procedures of Ontological Semantics. | Marjorie McShane, Stephen Beale, Sergei Nirenburg |
| 2004 | LREC | The Rationale for Building an Ontology Expressly for NLP. | Sergei Nirenburg, Marjorie McShane, Stephen Beale |