| 2019 | CIKM | Learning to be Relevant: Evolution of a Course Recommendation System. | Shivani Rao, Konstantin Salomatin, Gungor Polatkan, Mahesh Joshi, Sneha Chaudhari, Vladislav Tcheprasov, Jeffrey D. Gee, Deepak Kumar |
| 2015 | NAACL | Distributed Word Representations Improve NER for e-Commerce. | Mahesh Joshi, Ethan Hart, Mirko Vogel, Jean-David Ruvini |
| 2014 | EMNLP | Correcting Keyboard Layout Errors and Homoglyphs in Queries. | Derek Barnes, Mahesh Joshi, Hassan Sawaf |
| 2013 | NAACL | What's in a Domain? Multi-Domain Learning for Multi-Attribute Data. | Mahesh Joshi, Mark Dredze, William W. Cohen, Carolyn P. Ros |
| 2012 | EMNLP | Multi-Domain Learning: When Do Domains Matter? | Mahesh Joshi, Mark Dredze, William W. Cohen, Carolyn P. Ros |
| 2010 | NAACL | Movie Reviews and Revenues: An Experiment in Text Regression. | Mahesh Joshi, Dipanjan Das, Kevin Gimpel, Noah A. Smith |
| 2009 | ACL | Generalizing Dependency Features for Opinion Mining. | Mahesh Joshi, Carolyn Penstein Ros |
| 2009 | NAACL | Identifying Types of Claims in Online Customer Reviews. | Shilpa Arora, Mahesh Joshi, Carolyn P. Ros |
| 2008 | ACL | SIDE: The Summarization Integrated Development Environment. | Moonyoung Kang, Sourish Chaudhuri, Mahesh Joshi, Carolyn P. Ros |
| 2008 | CSCW | Investigating the effect of discussion forum interface affordances on patterns of conversational interactions. | Yi-Chia Wang, Mahesh Joshi, Carolyn Penstein Ros |
| 2008 | ICWSM | Recovering Implicit Thread Structure in Newsgroup Style Conversations. | Yi-Chia Wang, Mahesh Joshi, William W. Cohen, Carolyn P. Ros |
| 2008 | ITS | It's Not Easy Being Green: Supporting Collaborative "Green Design" Learning. | Sourish Chaudhuri, Rohit Kumar, Mahesh Joshi, Elon Terrell, Fred Higgs, Vincent Aleven, Carolyn Penstein Ros |
| 2007 | ACL | A Feature Based Approach to Leveraging Context for Classifying Newsgroup Style Discussion Segments. | Yi-Chia Wang, Mahesh Joshi, Carolyn P. Ros |
| 2007 | AIED | Tutorial Dialogue as Adaptive Collaborative Learning Support. | Rohit Kumar, Carolyn P. Ros, Yi-Chia Wang, Mahesh Joshi, Allen Robinson |
| 2007 | AIED | Context Based Classification for Automatic Collaborative Learning Process Analysis. | Yi-Chia Wang, Mahesh Joshi, Carolyn Penstein Ros, Frank Fischer, Armin Weinberger, Karsten Stegmann |
| 2006 | AAAI | Kernel Methods for Word Sense Disambiguation and Acronym Expansion. | Mahesh Joshi, Ted Pedersen, Richard Maclin, Serguei V. S. Pakhomov |
| 2006 | AAAI | An End-to-End Supervised Target-Word Sense Disambiguation System. | Mahesh Joshi, Serguei V. S. Pakhomov, Ted Pedersen, Richard Maclin, Christopher G. Chute |
| 2006 | AMIA | A Comparative Study of Supervised Learning as Applied to Acronym Expansion in Clinical Reports. | Mahesh Joshi, Serguei V. S. Pakhomov, Ted Pedersen, Christopher G. Chute |