Prior to joining CMU, I was a Research Software Engineer at IBM Research - India from July 2009 to July 2014, where I worked on different projects including information extraction and ranking of résumés for jobs, search and retrieval on noisy problem ticket data, and answer extraction from crowd-sourced social media data, in the Human Language Technologies Department. Starting 2013, my research focused on machine log and Big Data analytics in the Information & Analytics Department.
Prior to joining IBM Research, I completed my M. Tech. in Computer Science and Engg. from Indian Institute of Technology Bombay (IITB) in 2009, and B. Tech. in Computer Science and Engg. from National Institute of Technology Calicut (NITC) in 2007. At IITB, my advisor was Prof. S. Sudarshan and my Masters Thesis was on the research problem of graph clustering for keyword search, using the technique of random walks on graphs.
For a more recent version of my homepage, please visit here.
Committee:
Prof. William W. Cohen, Chair, Carnegie Mellon University / Director, Research Engineering, Google AI
Prof. Maxine Eskenazi, Carnegie Mellon University
Prof. Ruslan Salakhutdinov, Carnegie Mellon University / Director, AI Research, Apple
Prof. Jure Leskovec, Stanford University / Chief Scientist, Pinterest
Thesis Document [pdf]
Date: Sep 21, 2018
Committee:
Prof. William W. Cohen, Chair, Carnegie Mellon University
Prof. Maxine Eskenazi, Carnegie Mellon University
Prof. Ruslan Salakhutdinov, Carnegie Mellon University
Prof. Jure Leskovec, Stanford University
Proposal Document [pdf]
Date: Nov 3, 2017
2017 Fall:
- TA for 11-605/805: Machine Learning with Large Datasets
Instructor: Prof. William Cohen
2017 Spring: No courses
2016 Fall:
- TA for 11-441/641/741: Machine Learning for Text Mining
Instructor: Prof. Yiming Yang
2016 Spring: No courses
2015 Fall:
- 11-721: Grammars and Lexicons
Instructors: Prof. Lori Levin, Prof. Teruko Mitamura
- 11-714: Tools for NLP
Instructor: Prof. Eduard Hovy
2015 Spring:
- 10-708: Probabilistic Graphical Models
Instructor: Prof. Eric Xing
- 11-741: Machine Learning for Text Mining
Instructor: Prof. Yiming Yang
2014 Fall:
- 10-701: Machine Learning
Instructors: Prof. Aarti Singh, Prof. Geoff Gordon
- 11-899: Summarization of Documents and Interactions
Instructor: Prof. Carolyn Rose
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]
- 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]
- 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 (long paper acceptance rate: 18.2%) [pdf]
[slides]
- 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]
- 2016 Summer: Yahoo! Labs, NYC Manager: Amanda Stent Mentor: Sungjin Lee
2014:
- [Granted, 2017] Patent # US 9626414: Automatic log record segmentation, Rose Catherine Kanjirathinkal, Sriram Raghavan [USPTO Record]
2013:
- [Granted, 2016] Patent # US 9270749: Leveraging Social Media to Assist in Troubleshooting, Rose Catherine Kanjirathinkal, Sriram Raghavan, Anindya Neogi, Sai Dattathrani [USPTO Record]
- US20150149450 A1: Determining problem resolutions within a networked computing environment, Rose Catherine Kanjirathinkal, Anindya Neogi, Sriram Raghavan
- [Granted, 2015] Patent # US 09009189 (US20140214884): Managing and improving question and answer resources and channels, Rose Catherine Kanjirathinkal, Karthik Visweswariah, Rangachari Anand, Juhnyoung Lee, Debapriyo Majumdar [USPTO record]
- US 20140289229 A1: Using content found in online discussion sources to detect problems and corresponding solutions, Rose Catherine Kanjirathinkal, Rashmi Gangadharaiah, Amit Singh, Karthik Visweswariah, Nanda Kambhatla
2012:
- US 20140052842 A1: Measuring problems from social media discussions, Rashmi Gangadharaiah, Rose Catherine Kanjirathinkal, Amit Singh, Karthik Visweswariah, Nanda Kambhatla
- [Granted, 2015] Patent # US 9189965, 9189967 : Enhancing posted content in discussion forums, Amit K Singh, Rose Catherine Kanjirathinkal, Sachindra Joshi, Ankur Gandhe, Karthik Visweswariah [USPTO record]
- [Granted, 2016] Patent # US 09026916 : User interface for managing questions and answers across multiple social media data sources , Amit K Singh, Rose Catherine Kanjirathinkal, Srujana Merugu, Karthik Visweswariah [USPTO record]
2011:
- [Granted, 2014] Patent # US 8768921 : Computer-implemented information reuse, Debapriyo Majumdar, Anup K Ghosh, Shajith I Mohamed, Asidhara Lahiri, Rose Catherine Kanjirathinkal, Sugata Ghosal, Nanda Kambhatla, Karthik Visweswariah [USPTO record]
2010:
- US20120123956, US20120323812: Systems and methods for matching candidates with positions based on historical assignment data , Amit Singh, Rose Catherine Kanjirathinkal, Karthik Visweswariah, Vijil Chenthamarakshan, Nanda Kambhatla.
- Yahoo Fellow 2014-18
- IBM Research Division Award 2014
- IBM Research Division Award 2012
- IBM GBS Technical Achievement Award 2011
- IBM Client Value: Outstanding Technical Achievement Award 2010
- The Best Graduating Student of MTech Computer Science, IIT Bombay, 2009
- CBSE* Certificate of Merit for securing 100% in Biology, AISSCE**, 2003
- Kerala State Topper in Biology - Certificate of Merit, Kerala CBSE* Schools Management Association, Kochi, 2003
* CBSE : Central Board of Secondary Education
** AISSCE : All India Senior School Certificate Examination (XII Board Examination)
email: rosecatherinek AT cs.cmu.edu
office: 5501, Gates-Hillman Center,
School of Computer Science, Carnegie Mellon University,
5000 Forbes Ave, Pittsburgh, PA 15213, USA.
(Visitors since Aug 2016)
Copyright © 2014 - 2017 Rose C. Kanjirathinkal