| 2009 | IUI | Using salience to segment desktop activity into projects. | Daniel Lowd, Nicholas Kushmerick |
| 2006 | AAAI | Activity-Centric Email: A Machine Learning Approach. | Nicholas Kushmerick, Tessa A. Lau, Mark Dredze, Rinat Khoussainov |
| 2006 | ECIR | Clustering Sentences for Discovering Events in News Articles. | Martina Naughton, Nicholas Kushmerick, Joe Carthy |
| 2006 | ICSR | Recommending Library Methods: An Evaluation of the Vector Space Model (VSM) and Latent Semantic Indexing (LSI). | Frank McCarey, Mel Cinnide, Nicholas Kushmerick |
| 2006 | IUI | Automatically classifying emails into activities. | Mark Dredze, Tessa A. Lau, Nicholas Kushmerick |
| 2005 | CHI | Managers' email: beyond tasks and to-dos. | Catalina Danis, Wendy A. Kellogg, Tessa A. Lau, Mark Dredze, Jeffrey Stylos, Nicholas Kushmerick |
| 2005 | ICML | Evaluating machine learning for information extraction. | Neil Ireson, Fabio Ciravegna, Mary Elaine Califf, Dayne Freitag, Nicholas Kushmerick, Alberto Lavelli |
| 2005 | ICML | Ensembles of biased classifiers. | Rinat Khoussainov, Andreas He, Nicholas Kushmerick |
| 2005 | IJCAI | Relational Learning for Email Task Management. | Rinat Khoussainov, Nicholas Kushmerick |
| 2005 | IUI | Automated email activity management: an unsupervised learning approach. | Nicholas Kushmerick, Tessa A. Lau |
| 2005 | SEKE | Knowledge Reuse for Software Reuse. | Frank McCarey, Mel Cinnide, Nicholas Kushmerick |
| 2004 | EKAW | Aggregating Web Services with Active Invocation and Ensembles of String Distance Metrics. | Eddie Johnston, Nicholas Kushmerick |
| 2004 | LREC | A Critical Survey of the Methodology for IE Evaluation. | Alberto Lavelli, Mary Elaine Califf, Fabio Ciravegna, Dayne Freitag, Claudio Giuliano, Nicholas Kushmerick, Lorenza Romano |
| 2004 | MSR | A Case Study on Recommending Reusable Software Components Using Collaborative Filtering. | Frank McCarey, Mel Cinnide, Nicholas Kushmerick |
| 2003 | CIKM | Automated index management for distributed web search. | Rinat Khoussainov, Nicholas Kushmerick |
| 2003 | CoopIS | Learning to Invoke Web Forms. | Nicholas Kushmerick |
| 2003 | IJCAI | Automatically attaching semantic metadata to Web Services. | Andreas He, Nicholas Kushmerick |
| 2003 | IJCAI | Learning to Compete in Heterogeneous Web Search Environments. | Rinat Khoussainov, Nicholas Kushmerick |
| 2003 | WWW | Dimensions of Web Genre. | Maya Dimitrova, Nicholas Kushmerick |
| 2003 | SIGIR | Distributed Web Search as a Stochastic Game. | Rinat Khoussainov, Nicholas Kushmerick |
| 2002 | ECIR | Genre Classification and Domain Transfer for Information Filtering. | Aidan Finn, Nicholas Kushmerick, Barry Smyth |
| 2002 | WISE | Mining Web Logs for Personalized Site Maps. | Fergus Toolan, Nicholas Kushmerick |
| 2001 | WWW | Similarity-based Queries for XML Databases Using ELIXIR. | Taurai Tapiwa Chinenyanga, Nicholas Kushmerick |
| 2001 | SIGIR | Expressive Retrieval from XML Documents. | Taurai Tapiwa Chinenyanga, Nicholas Kushmerick |
| 2000 | AAAI | Boosted Wrapper Induction. | Dayne Freitag, Nicholas Kushmerick |
| 1999 | AAAI | Regression testing for wrapper maintenance. | Nicholas Kushmerick |
| 1997 | IJCAI | Wrapper Induction for Information Extraction. | Nicholas Kushmerick, Daniel S. Weld, Robert B. Doorenbos |
| 1994 | AAAI | Exploiting the Environment: Urban Navigation as a Case Study. | Nicholas Kushmerick |
| 1994 | AAAI | An Algorithm for Probabilistic Least-Commitment Planning. | Nicholas Kushmerick, Steve Hanks, Daniel S. Weld |