| 2005 | IJCAI | Automatic Semantic Role Labeling for Chinese Verbs. | Nianwen Xue, Martha Stone Palmer |
| 2005 | IJCNLP | Towards Robust High Performance Word Sense Disambiguation of English Verbs Using Rich Linguistic Features. | Jinying Chen, Martha Stone Palmer |
| 2004 | ACL | Chinese Verb Sense Discrimination Using an EM Clustering Model with Rich Linguistic Features. | Jinying Chen, Martha Stone Palmer |
| 2004 | IJCNLP | Using a Smoothing Maximum Entropy Model for Chinese Nominal Entity Tagging. | Jinying Chen, Nianwen Xue, Martha Stone Palmer |
| 2004 | IJCNLP | Automatic Learning of Parallel Dependency Treelet Pairs. | Yuan Ding, Martha Stone Palmer |
| 2002 | ACL | The Necessity of Parsing for Predicate Argument Recognition. | Daniel Gildea, Martha Stone Palmer |
| 2002 | COLING | Simple Features for Chinese Word Sense Disambiguation. | Hoa Trang Dang, Ching-yi Chia, Martha Stone Palmer, Fu-Dong Chiou |
| 2002 | COLING | Building a Large-Scale Annotated Chinese Corpus. | Nianwen Xue, Fu-Dong Chiou, Martha Stone Palmer |
| 2001 | IJCAI | Automatically Extracting and Comparing Lexicalized Grammars for Different Languages. | Fei Xia, Chung-hye Han, Martha Stone Palmer, Aravind K. Joshi |
| 2000 | AAAI | Class-Based Construction of a Verb Lexicon. | Karin Kipper, Hoa Trang Dang, Martha Stone Palmer |
| 2000 | AMTA | Handling Stuctural Divergences and Recovering Dropped Arguments in a Korean/English Machine Translation System. | Chung-hye Han, Benoit Lavoie, Martha Stone Palmer, Owen Rambow, Richard I. Kittredge, Tanya Korelsky, Nari Kim, Myunghee Kim |
| 2000 | AMTA | A Machine Translation System from English to American Sign Language. | Liwei Zhao, Karin Kipper, William Schuler, Christian Vogler, Norman I. Badler, Martha Stone Palmer |
| 2000 | COLING | Integrating compositional semantics into a verb lexicon. | Hoa Trang Dang, Karin Kipper, Martha Stone Palmer |
| 1998 | ACL | Investigating Regular Sense Extensions Based on Intersective Levin Classes. | Hoa Trang Dang, Karin Kipper, Martha Stone Palmer, Joseph Rosenzweig |
| 1998 | AMTA | Rapid Prototyping of Domain-Specific Machine Translation Systems. | Martha Stone Palmer, Owen Rambow, Alexis Nasr |
| 1994 | ACL | Verb Semantics and Lexical Selection. | Zhibiao Wu, Martha Stone Palmer |
| 1990 | AAAI | Integrating Natural Language Processing and Knowledge Based Processing. | Rebecca J. Passonneau, Carl Weir, Timothy W. Finin, Martha Stone Palmer |
| 1987 | ACL | Nominalizations in PUNDIT. | Deborah A. Dahl, Martha Stone Palmer, Rebecca J. Passonneau |
| 1983 | AAAI | Inference-Driven Semantic Analysis. | Martha Stone Palmer |
| 1978 | ECAI | Knowledge about Knowledge: Making Decisions in Mechanics Probleme Solving. | Alan Bundy, George F. Luger, Chris Mellish, Martha Stone Palmer |