| 2018 | ICLR | TransNets for Review Generation. | Rose Catherine, William W. Cohen |
| 2017 | RecSys | TransNets: Learning to Transform for Recommendation. | Rose Catherine, William W. Cohen |
| 2017 | RecSys | Explainable Entity-based Recommendations with Knowledge Graphs. | Rose Catherine, Kathryn Mazaitis, Maxine Esknazi, William W. Cohen |
| 2016 | RecSys | Personalized Recommendations using Knowledge Graphs: A Probabilistic Logic Programming Approach. | Rose Catherine, William W. Cohen |
| 2013 | IJCNLP | Semi-Supervised Answer Extraction from Discussion Forums. | Rose Catherine, Rashmi Gangadharaiah, Karthik Visweswariah, Dinesh Raghu |
| 2012 | CIKM | PriSM: discovering and prioritizing severe technical issues from product discussion forums. | Rashmi Gangadharaiah, Rose Catherine |
| 2012 | COLING | Does Similarity Matter? The Case of Answer Extraction from Technical Discussion Forums. | Rose Catherine, Amit Singh, Rashmi Gangadharaiah, Dinesh Raghu, Karthik Visweswariah |
| 2012 | WWW | Domain adaptive answer extraction for discussion boards. | Ankur Gandhe, Dinesh Raghu, Rose Catherine |
| 2011 | CIKM | Privacy protected knowledge management in services with emphasis on quality data. | Debapriyo Majumdar, Rose Catherine, Shajith Ikbal, Karthik Visweswariah |
| 2010 | CIKM | PROSPECT: a system for screening candidates for recruitment. | Amit Singh, Rose Catherine, Karthik Visweswariah, Vijil Chenthamarakshan, Nandakishore Kambhatla |
| 2010 | COMAD | Extracting Problem and Resolution Information from Online Discussion Forums. | Preethi Raghavan, Rose Catherine, Shajith Ikbal, Nanda Kambhatla, Debapriyo Majumdar |
| 2009 | COMAD | Graph Clustering for Keyword Search. | Rose Catherine, S. Sudarshan |