| 2018 | EMNLP | Evaluating the Ability of LSTMs to Learn Context-Free Grammars. | Luzi Sennhauser, Robert C. Berwick |
| 2013 | ACL | Language Acquisition and Probabilistic Models: keeping it simple. | Aline Villavicencio, Marco Idiart, Robert C. Berwick, Igor Malioutov |
| 2012 | LREC | A large scale annotated child language construction database. | Aline Villavicencio, Beracah Yankama, Marco Idiart, Robert C. Berwick |
| 2010 | ISDA | Improving statistical parsing by linguistic regularization. | Igor Malioutov, Robert C. Berwick |
| 1996 | PACLIC | Principle-based Parsing for Chinese. | Charles D. Yang, Robert C. Berwick |
| 1994 | ACL | A Markov Language Learning Model for Finite Parameter Spaces. | Partha Niyogi, Robert C. Berwick |
| 1994 | COLING | An Architecture For A Universal Lexicon: A Case Study on Shared Syntactic Information in Japanese, Hindi, Bengali, Greek, and English. | Naoyuki Nomura, Douglas A. Jones, Robert C. Berwick |
| 1992 | COLING | Isolating Cross-linguistic Parsing Complexity with a Principles-and-Parameters Parser: A Case Study of Japanese and English. | Sandiway Fong, Robert C. Berwick |
| 1991 | NAACL | Automatic Acquisition of Subcategorization Frames from Tagged Text. | Michael R. Brent, Robert C. Berwick |
| 1985 | ACL | New Approaches to Parsing Conjunctions Using Prolog. | Robert C. Berwick, Sandiway Fong |
| 1985 | ACL | Reversible Automata and Induction of the English Auxiliary System. | Samuel F. Pilato, Robert C. Berwick |
| 1985 | IJCAI | Parsing with Assertion Sets and Information Monotonicity. | G. Edward Barton Jr., Robert C. Berwick |
| 1985 | IJCAI | Reversible Automata and Induction of the English Auxiliary System. | Robert C. Berwick, Samuel F. Pilato |
| 1985 | IJCAI | New Approaches to Parsing Conjunctions Using Prolog. | Sandiway Fong, Robert C. Berwick |
| 1984 | COLING | Bounded Context Parsing And Easy Learnability. | Robert C. Berwick |
| 1983 | ACL | Syntactic Constraints and Efficient Parsability. | Robert C. Berwick, Amy Weinberg |
| 1983 | IJCAI | Learning Word Meanings From Examples. | Robert C. Berwick |
| 1983 | IJCAI | A Deterministic Parser With Broad Coverage. | Robert C. Berwick |
| 1981 | ACL | Computational Complexity and Lexical Funtional Grammar. | Robert C. Berwick |
| 1980 | ACL | Computational Analogues of Constraints on Grammars: A Model of Syntactic Acquisition MIT Artificial Intelligence. | Robert C. Berwick |
| 1979 | IJCAI | Learning Structural Descriptions of Grammar Rules from Examples. | Robert C. Berwick |