| 2009 | CoNLL | A simple feature-copying approach for long-distance dependencies. | Marc B. Vilain, Jonathan Huggins, Ben Wellner |
| 2009 | RANLP | Sources of Performance in CRF Transfer Training: a Business Name-tagging Case Study. | Marc B. Vilain, Jonathan Huggins, Ben Wellner |
| 2007 | NAACL | Entity Extraction is a Boring Solved Problem - Or is it? | Marc B. Vilain, Jennifer Su, Suzi Lubar |
| 2006 | EACL | Maytag: A Multi-Staged Approach to Identifying Complex Events in Textual Data. | Conrad Chang, Lisa Ferro, John Gibson, Janet Hitzeman, Suzi Lubar, Justin Palmer, Sean Munson, Marc B. Vilain, Benjamin Wellner |
| 2006 | LREC | Leveraging Machine Readable Dictionaries in Discriminative Sequence Models. | Ben Wellner, Marc B. Vilain |
| 2004 | LREC | Building part-of-speech Corpora Through Histogram Hopping. | Marc B. Vilain |
| 2000 | CoNLL | Phrase Parsing with Rule Sequence Processors: an Application to the Shared CoNLL Task. | Marc B. Vilain, David S. Day |
| 1999 | CoNLL | Learning Transformation Rules to Find Grammatical Relations. | Lisa Ferro, Marc B. Vilain, Alexander S. Yeh |
| 1998 | ACL | Some Properties of Preposition and Subordinate Conjunction Attachments. | Alexander S. Yeh, Marc B. Vilain |
| 1998 | LREC | Alembic Workbench corpus developrnent tool. | David S. Day, John S. Aberdeen, Sasha Caskey, Lynette Hirschman, Patricia Robinson, Marc B. Vilain |
| 1996 | COLING | Finite-state phrase parsing by rule sequences. | Marc B. Vilain, David S. Day |
| 1995 | IJCAI | Semantic Inference in Natural Language: Validating a Tractable Approach. | Marc B. Vilain |
| 1995 | MuC | MITRE: description of the | John S. Aberdeen, John D. Burger, David S. Day, Lynette Hirschman, Patricia Robinson, Marc B. Vilain |
| 1995 | MuC | A model-theoretic coreference scoring scheme. | Marc B. Vilain, John D. Burger, John S. Aberdeen, Dennis Connolly, Lynette Hirschman |
| 1993 | MuC | Mitre-Bedford: description of the | John S. Aberdeen, John D. Burger, Dennis Connolly, Susan Roberts, Marc B. Vilain |
| 1992 | MuC | MITRE-Bedford ALEMBIC: MUC-4 test results and analysis. | John S. Aberdeen, John D. Burger, Dennis Connolly, Susan Roberts, Marc B. Vilain |
| 1992 | MuC | MITRE-Bedford: description of the ALEMBIC system as used for MUC-4. | John S. Aberdeen, John D. Burger, Dennis Connolly, Susan Roberts, Marc B. Vilain |
| 1991 | AAAI | Deduction as Parsing: Tractable Classification in the KL-ONE Framework. | Marc B. Vilain |
| 1990 | AAAI | Getting Serious About Parsing Plans: A Grammatical Analysis of Plan Recognition. | Marc B. Vilain |
| 1990 | AAAI | On Analytical and Similarity-Based Classification. | Marc B. Vilain, Phyllis Koton, Melissa P. Chase |
| 1990 | ECAI | Function Anaphora with Replacement. | Marc B. Vilain |
| 1986 | AAAI | Constraint Propagation Algorithms for Temporal Reasoning. | Marc B. Vilain, Henry A. Kautz |
| 1985 | IJCAI | The Restricted Language Architecture of a Hybrid Representation System. | Marc B. Vilain |
| 1982 | AAAI | A System for Reasoning About Time. | Marc B. Vilain |