| 2011 | ACL | Fine-Grained Class Label Markup of Search Queries. | Joseph Reisinger, Marius Pasca |
| 2011 | EMNLP | Cross-Cutting Models of Lexical Semantics. | Joseph Reisinger, Raymond J. Mooney |
| 2010 | EMNLP | A Mixture Model with Sharing for Lexical Semantics. | Joseph Reisinger, Raymond J. Mooney |
| 2010 | ICML | Spherical Topic Models. | Joseph Reisinger, Austin Waters, Bryan Silverthorn, Raymond J. Mooney |
| 2010 | NAACL | Multi-Prototype Vector-Space Models of Word Meaning. | Joseph Reisinger, Raymond J. Mooney |
| 2009 | ACL | Latent Variable Models of Concept-Attribute Attachment. | Joseph Reisinger, Marius Pasca |
| 2009 | CICLING | Low-Cost Supervision for Multiple-Source Attribute Extraction. | Joseph Reisinger, Marius Pasca |
| 2009 | WWW | Bootstrapped extraction of class attributes. | Joseph Reisinger, Marius Pasca |
| 2008 | EMNLP | Weakly-Supervised Acquisition of Labeled Class Instances using Graph Random Walks. | Partha Pratim Talukdar, Joseph Reisinger, Marius Pasca, Deepak Ravichandran, Rahul Bhagat, Fernando C. N. Pereira |
| 2008 | ICML | Online kernel selection for Bayesian reinforcement learning. | Joseph Reisinger, Peter Stone, Risto Miikkulainen |
| 2007 | GECCO | Acquiring evolvability through adaptive representations. | Joseph Reisinger, Risto Miikkulainen |
| 2006 | GECCO | Selecting for evolvable representations. | Joseph Reisinger, Risto Miikkulainen |
| 2005 | GECCO | Towards an empirical measure of evolvability. | Joseph Reisinger, Kenneth O. Stanley, Risto Miikkulainen |
| 2004 | GECCO | Evolving Reusable Neural Modules. | Joseph Reisinger, Kenneth O. Stanley, Risto Miikkulainen |