publications

"The expert at anything was once a beginner" - Helen Hayes

2019

• MMALFM: Explainable recommendation by leveraging reviews and images, Zhiyong Cheng, Xiaojun Chang, Lei Zhu, Rose C Kanjirathinkal, Mohan Kankanhalli, ACM Journal of Transactions on Information Systems (TOIS), 2019 [ Official Copy @ACM ]

2018

• TransNets for Review Generation, Rose Catherine and William Cohen, Workshop Track Proceedings of 6th International Conference on Learning Representations (ICLR), 2018, Vancouver CANADA (presenter)

• Learning to Define Terms in the Software Domain, Vidhisha Balachandran, Dheeraj Rajagopal, Rose Catherine Kanjirathinkal, William Cohen, Proceedings of the 2018 EMNLP Workshop W-NUT: The 4th Workshop on Noisy User-generated Text, 2018

2017

• TransNets: Learning to Transform for Recommendation, Rose Catherine and William Cohen, Proceedings of the 11th ACM Conference on Recommender Systems (RecSys), 2017, Como, Italy (presenter) (long paper acceptance rate: 20.8%)

[pdf available at arXiv] [code available in GitHub] [reviews] [Official Copy @ACM]

Press: Criteo Labs - 10 papers not to miss

• Explainable Entity-based Recommendations with Knowledge Graphs, Rose Catherine, Kathryn Mazaitis, Maxine Eskenazi and William Cohen, Proceedings of the 11th ACM Conference on Recommender Systems (RecSys) Posters, 2017, Como, Italy (presenter) [pdf available at arXiv] [ Official Copy ]

• Predicting Movie Success from Tweets, Rose Catherine and Sneha Chaudhari, The Grace Hopper Celebration of Women in Computing (GHC) Posters, Orlando, Florida, USA (presenter) [pdf]

2016

• Personalized Recommendations using Knowledge Graphs: A Probabilistic Logic Programming Approach, Rose Catherine and William Cohen, Proceedings of the 10th ACM Recommender Systems Conference (RecSys), Boston, MA, USA, 2016 (presenter) (long paper acceptance rate: 18.2%)

[pdf] [slides] [pdf@ACM] [video] [reviews]

• Invited Talk: Personalized Recommendations Using Knowledge Graphs at Department of Biomedical Informatics - University of Pittsburgh Host: Prof. Xinghua Lu

2013

• Semi-Supervised Answer Extraction from Discussion Forums, Rose Catherine, Rashmi Gangadharaiah, Karthik Visweswariah, Dinesh Raghu, Proceedings of the 6th International Joint Conference on Natural Language Processing (IJCNLP), 2013, Nagoya, Japan (presenter). (long paper acceptance rate: 23.4%) [pdf]

2012

• Does Similarity Matter? The Case of Answer Extraction from Technical Discussion Forums, Rose Catherine, Amit Singh, Rashmi Gangadharaiah, Dinesh Raghu, Karthik Visweswariah, Proceedings of the 24th International Conference on Computational Linguistics (COLING), 2012, Mumbai, India (presenter). [pdf]

• AUSUM: approach for unsupervised bug report summarization, Senthil Mani, Rose Catherine, Vibha S. Sinha, Avinava Dubey, Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering (FSE), pp. 11, 2012, North Carolina, USA. [pdf]

• PriSM: discovering and prioritizing severe technical issues from product discussion forums, Rashmi Gangadharaiah, Rose Catherine, Proceedings of the 21st ACM international conference on Information and knowledge management (CIKM), pp. 1627--1631, 2012, Maui, Hawaii, USA. [pdf]

• Domain adaptive answer extraction for discussion boards, Ankur Gandhe, Dinesh Raghu, Rose Catherine, Proceedings of the 21st international conference companion on World Wide Web (WWW), pp. 501--502, 2012, Lyon, France. [pdf]

2011

• Privacy protected knowledge management in services with emphasis on quality data, Debapriyo Majumdar, Rose Catherine, Shajith Ikbal, Karthik Visweswariah, Proceedings of the 20th ACM international conference on Information and knowledge management (CIKM), pp. 1889--1894, 2011, Glasgow, Scotland (presenter). [pdf]

• Knowledge Management in AMS with an Emphasis on Quality Data and Customizable Data Privacy, Debapriyo Majumdar, Rose Catherine, Shajith Ikbal, 20th Annual Frontiers in Service Conference, 2011, Columbus, Ohio, USA (presenter). [pdf]

2010

• PROSPECT: a system for screening candidates for recruitment, Amit Singh, Rose Catherine, Karthik Visweswariah, Vijil Chenthamarakshan, Nandakishore Kambhatla, Proceedings of the 19th ACM international conference on Information and knowledge management (CIKM), (Best interdisciplinary paper, honorable mention.), pp. 659--668, ACM, 2010, Toronto, Canada. [pdf]

• Classification and Retrieval from Mailing Lists and Forums, Preethi Raghavan, Rose Catherine, Shajith Ikbal, Nanda Kambhatla, Forum for Information Retrieval Evaluation (FIRE) Working notes, 2010

• Extracting Problem and Resolution Information from Online Discussion Forums, Preethi Raghavan, Rose Catherine, Shajith Ikbal, Nanda Kambhatla, Debapriyo Majumdar, International Conference on Management of Data (COMAD), 77, Allied Publishers, 2010, Nagpur, India (presenter). [pdf]

• Invited Talk / Tutorial: Lucene Tutorial, Rose Catherine Kanjirathinkal, Information Retrieval Society of India (IRSI), Winter School, 2010, Bangalore, India.

2009

• Graph Clustering for Keyword Search, Rose Catherine, S Sudarshan, International Conference on Management of Data (COMAD), 2009, Mysore, India (presenter). [pdf]

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