| 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 |
| 2012 | INLG | Linguist's Assistant: A Multi-Lingual Natural Language Generator based on Linguistic Universals, Typologies, and Primitives. | Tod Allman, Stephen Beale, Richard Denton |
| 2011 | IJCNLP | Using Linguist's Assistant for Language Description and Translation. | Stephen Beale |
| 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 |
| 1998 | ACL | The Computational Lexical Semantics of Syntagmatic Relations. | Evelyne Viegas, Stephen Beale, Sergei Nirenburg |
| 1998 | INLG | De-Constraining Text Generation. | Stephen Beale, Sergei Nirenburg, Evelyne Viegas, Leo Wanner |
| 1998 | LREC | Extending a core Lexicon using on- line language resources with savoir-faire. | Evelyne Viegas, Arnim Ruelas, Stephen Beale, Sergei Nirenburg |
| 1997 | AAAI | Using Branch-and-Bound with Constraint Satisfaction in Optimization Problems. | Stephen Beale |
| 1996 | AAAI | HUNTER-GATHERER: Three Search Techniques Integrated for Natural Language Semantics. | Stephen Beale, Sergei Nirenburg, Kavi Mahesh |
| 1996 | AMTA | Two principles and six techniques for rapid MT development. | Sergei Nirenburg, Stephen Beale, Stephen Helmreich, Kavi Mahesh, Evelyne Viegas, Rmi Zajac |
| 1996 | COLING | Measuring Semantic Coverage. | Sergei Nirenburg, Kavi Mahesh, Stephen Beale |
| 1996 | INLG | PICARD: The Next Generator. | Stephen Beale, Sergei Nirenburg |
| 1996 | INLG | Multilinguality and Reversibility in Computational Semantic Lexicons. | Evelyne Viegas, Stephen Beale |
| 1994 | AMTA | Integrating Translations from Multiple Sources within the PANGLOSS Mark III Machine Translation System. | Robert E. Frederking, Sergei Nirenburg, David Farwell, Stephen Helmreich, Eduard H. Hovy, Kevin Knight, Stephen Beale, Constantino Domashnev, Donalee Attardo, Dean Grannes, Ralf D. Brown |