| 2018 | EMNLP | A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension. | Jiahua Liu, Wan Wei, Maosong Sun, Hao Chen, Yantao Du, Dekang Lin |
| 2014 | WWW | Knowledge base completion via search-based question answering. | Robert West, Evgeniy Gabrilovich, Kevin Murphy, Shaohua Sun, Rahul Gupta, Dekang Lin |
| 2012 | NAACL | Unsupervised Translation Sense Clustering. | Mohit Bansal, John DeNero, Dekang Lin |
| 2010 | ACL | Creating Robust Supervised Classifiers via Web-Scale N-Gram Data. | Shane Bergsma, Emily Pitler, Dekang Lin |
| 2010 | AI | Acquisition of 'Deep' Knowledge from Shallow Corpus Statistics. | Dekang Lin |
| 2010 | COLING | Using Web-scale N-grams to Improve Base NP Parsing Performance. | Emily Pitler, Shane Bergsma, Dekang Lin, Kenneth Ward Church |
| 2010 | CoNLL | Improved Natural Language Learning via Variance-Regularization Support Vector Machines. | Shane Bergsma, Dekang Lin, Dale Schuurmans |
| 2010 | LREC | New Tools for Web-Scale N-grams. | Dekang Lin, Kenneth Ward Church, Heng Ji, Satoshi Sekine, David Yarowsky, Shane Bergsma, Kailash Patil, Emily Pitler, Rachel Lathbury, Vikram Rao, Kapil Dalwani, Sushant Narsale |
| 2009 | ACL | Phrase Clustering for Discriminative Learning. | Dekang Lin, Xiaoyun Wu |
| 2009 | CICLING | Combining Language Modeling and Discriminative Classification for Word Segmentation. | Dekang Lin |
| 2009 | CIKM | Answer typing for information retrieval. | Christopher Pinchak, Davood Rafiei, Dekang Lin |
| 2009 | CoNLL | Glen, Glenda or Glendale: Unsupervised and Semi-supervised Learning of English Noun Gender. | Shane Bergsma, Dekang Lin, Randy Goebel |
| 2009 | EACL | Flexible Answer Typing with Discriminative Preference Ranking. | Christopher Pinchak, Dekang Lin, Davood Rafiei |
| 2009 | IJCAI | Web-Scale N-gram Models for Lexical Disambiguation. | Shane Bergsma, Dekang Lin, Randy Goebel |
| 2009 | PACLIC | Gender and Animacy Knowledge Discovery from Web-Scale N-Grams for Unsupervised Person Mention Detection. | Heng Ji, Dekang Lin |
| 2008 | ACL | Distributional Identification of Non-Referential Pronouns. | Shane Bergsma, Dekang Lin, Randy Goebel |
| 2008 | ACL | Mining Parenthetical Translations from the Web by Word Alignment. | Dekang Lin, Shaojun Zhao, Benjamin Van Durme, Marius Pasca |
| 2008 | ACL | Semi-Supervised Convex Training for Dependency Parsing. | Qin Iris Wang, Dale Schuurmans, Dekang Lin |
| 2008 | EMNLP | Discriminative Learning of Selectional Preference from Unlabeled Text. | Shane Bergsma, Dekang Lin, Randy Goebel |
| 2007 | IJCAI | Simple Training of Dependency Parsers via Structured Boosting. | Qin Iris Wang, Dekang Lin, Dale Schuurmans |
| 2006 | AAAI | Organizing and Searching the World Wide Web of Facts - Step One: The One-Million Fact Extraction Challenge. | Marius Pasca, Dekang Lin, Jeffrey Bigham, Andrei Lifchits, Alpa Jain |
| 2006 | ACL | Bootstrapping Path-Based Pronoun Resolution. | Shane Bergsma, Dekang Lin |
| 2006 | ACL | Soft Syntactic Constraints for Word Alignment through Discriminative Training. | Colin Cherry, Dekang Lin |
| 2006 | ACL | Names and Similarities on the Web: Fact Extraction in the Fast Lane. | Marius Pasca, Dekang Lin, Jeffrey Bigham, Andrei Lifchits, Alpa Jain |
| 2006 | EACL | A Comparison of Syntactically Motivated Word Alignment Spaces. | Colin Cherry, Dekang Lin |
| 2006 | EACL | A Probabilistic Answer Type Model. | Christopher Pinchak, Dekang Lin |
| 2004 | COLING | A Path-based Transfer Model for Machine Translation. | Dekang Lin |
| 2004 | IJCNLP | A Nearest-Neighbor Method for Resolving PP-Attachment Ambiguity. | Shaojun Zhao, Dekang Lin |
| 2003 | ACL | A Probability Model to Improve Word Alignment. | Colin Cherry, Dekang Lin |
| 2003 | IJCAI | Identifying Synonyms among Distributionally Similar Words. | Dekang Lin, Shaojun Zhao, Lijuan Qin, Ming Zhou |
| 2003 | NAACL | Word Alignment with Cohesion Constraint. | Dekang Lin, Colin Cherry |
| 2003 | NAACL | ProAlign: Shared Task System Description. | Dekang Lin, Colin Cherry |
| 2003 | NAACL | Automatically Discovering Word Senses. | Patrick Pantel, Dekang Lin |
| 2002 | COLING | Concept Discovery from Text. | Dekang Lin, Patrick Pantel |
| 2002 | KDD | Discovering word senses from text. | Patrick Pantel, Dekang Lin |
| 2002 | PRICAI | Efficiently Clustering Documents with Committees. | Patrick Pantel, Dekang Lin |
| 2002 | SIGIR | Document clustering with committees. | Patrick Pantel, Dekang Lin |
| 2001 | AI | A Statistical Corpus-Based Term Extractor. | Patrick Pantel, Dekang Lin |
| 2001 | KDD | Induction of semantic classes from natural language text. | Dekang Lin, Patrick Pantel |
| 2001 | KDD | DIRT @SBT@discovery of inference rules from text. | Dekang Lin, Patrick Pantel |
| 2001 | NAACL | LaTaT: Language and Text Analysis Tools. | Dekang Lin |
| 2000 | ACL | An Unsupervised Approach to Prepositional Phrase Attachment using Contextually Similar Words. | Patrick Pantel, Dekang Lin |
| 2000 | AMTA | Building a Chinese-English Mapping between Verb Concepts for Multilingual Applications. | Bonnie J. Dorr, Gina-Anne Levow, Dekang Lin |
| 2000 | LREC | Chinese-English Semantic Resource Construction. | Bonnie J. Dorr, Gina-Anne Levow, Dekang Lin, Scott C. Thomas |
| 1999 | ACL | Automatic Identification of Non-compositional Phrases. | Dekang Lin |
| 1998 | ACL | Automatic Retrieval and Clustering of Similar Words. | Dekang Lin |
| 1998 | ICML | An Information-Theoretic Definition of Similarity. | Dekang Lin |
| 1998 | MuC | Using Collocation Statistics in Information Extraction. | Dekang Lin |
| 1997 | ACL | Using Syntactic Dependency as Local Context to Resolve Word Sense Ambiguity. | Dekang Lin |
| 1996 | COLING | On the Structural Complexity of Natural Language Sentences. | Dekang Lin |
| 1995 | IJCAI | A Dependency-based Method for Evaluating Broad-Coverage Parsers. | Dekang Lin |
| 1995 | MuC | University of Manitoba: description of the PIE system used for MUC-6. | Dekang Lin |
| 1994 | AMTA | A Parameter-Based Message-Passing Parser for MT of Korean and English. | Dekang Lin, Bonnie J. Dorr, Jye-hoon Lee, Sungki Suh |
| 1994 | COLING | PRINCIPAR - An Efficient, Broad-coverage, Principle-based Parser. | Dekang Lin |
| 1993 | ACL | Principle-Based Parsing without Overgeneration. | Dekang Lin |
| 1993 | MuC | University of Manitoba: description of the NUBA system as used for MUC-5. | Dekang Lin |
| 1992 | UAI | A Probabilistic Network of Predicates. | Dekang Lin |
| 1991 | IJCAI | A Message Passing Algorithm for Plan Recognition. | Dekang Lin, Randy Goebel |
| 1990 | UAI | Integrating probabilistic, taxonomic and causal knowledge in abductive diagnosis. | Dekang Lin, Randy Goebel |
| 1989 | ICDE | Automatic Logical Navigation Among Relations Using Steiner Trees. | Dekang Lin |