Publications

1. Compressed Data Structures for Annotated Web Search
   Sasidhar Kasturi, Bharath Balakrishnan, Ganesh Ramakrishnan, and Rohit Saraf
   WWW 2012, Lyon, France
2. Efficent Rule Ensemble Learning in Structured Outpt Spaces
   Naveen Nair, Amrita Saha, Ganesh Ramakrishnan, Shonali Krishnaswamy
   Accepted paper in the Twenty-Sixth Conference on Artificial Intelligence, AAAI 2012, Toronto, Canada
3. Discovering Customer Intent in Real-time for Streamlining Service Desk Conversations
   Ullas Nambiar, Tanveer Faruquie, Venkata Subramaniam, Sumit Negi, Ganesh Ramakrishnan
   Accepted paper in the 20th ACM Conference on Information and Knowledge Management (CIKM 2011)
4. Efficient Rule Ensemble Learning using Hierarchical Kernels
   Pratik Jawanpuria, Saketha Nath and Ganesh Ramakrishnan
   Accepted paper in the 28th International Conference on Machine Learning, 2011
5. Parameter Screening and Optimisation for ILP using Designed Experiments
   Ashwin Srinivasan, Ganesh Ramakrishnan
   Accepted for publication in the Journal of Machine Learning Research 11 (2010) 3481-3516
6. Web-scale Entity-Relation Search Architecture
   Devshree Sane, Soumen Chakrabarti, Ganesh Ramakrishnan
   Poster at the 20th International World Wide Web Conference, 2011
7. Using Sequential Unconstrained Minimization Techniques to Simplify SVM Solvers
   Sachindra Joshi, Jayadeva, Ganesh Ramakrishnan, Suresh Chandra
   Accepted for publication in Neurocomputing 2011
8. Enhancing Activity Recognition in Smart Homes Using Feature Induction
   Naveen Nair, Ganesh Ramakrishnan and Shonali Krishnaswamy
   Accepted for publication in DaWaK 2011
9. BET: An ILP workbench
   Srihari Kalgi, Chirag Gosar, Prasad Gawde, Ganesh Ramakrishnan, Chander Iyer, Kiran T V S, Kekin Gada and Ashwin Srinivasan
   ILP 2010, Florence, Italy
10. Pruning Search Space for Weighted First Order Horn Clause Satisfiability
    Naveen Nair, Chander Jayaraman, Kiran TVS and Ganesh Ramakrishnan
    ILP 2010, Florence, Italy
11. An Investigation into Feature Construction to Assist Word Sense Disambiguation
    Lucia Specia1, Ashwin Srinivasan, Ganesh Ramakrishnan, Sachindra Joshi and Maria das Gracas Volpe Nunes
    Machine Learning 76(1): 109-136 (2009)
12. Using Entity Annotations to Improve Quantity Concensus Queries
    Amit Singh, Sayali Kulkarni, Ganesh Ramakrishnan and Soumen Chakrabarti
    15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Demo Track, SIGKDD 2009, Paris, France
13. Collective annotation of Wikipedia entities in Web text
    Sayali Kulkarni, Amit Singh, Ganesh Ramakrishnan and Soumen Chakrabarti
    15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, SIGKDD 2009, Paris, France
14. Learning to rank for quantity consensus queries
    Somnath Banerjee, Soumen Chakrabarti and Ganesh Ramakrishnan
    32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, Massachusetts, USA
15. Tunable Feature Weights for Flexible Text Retrieval
    Natwar Modani, Ganesh Ramakrishnan and Shantanu Godbole
    SNA-KDD 2009, Paris, France
16. Parameter Screening and Optimisation for ILP using Designed Experiments
    Ashwin Srinivasan and Ganesh Ramakrishnan
    ILP 2009, Leuven, Belgium
17. Incorporating Linguistic Expertise Using ILP for Named Entity Recognition in Data Hungry Indian Languages
    Anup Patel, Ganesh Ramakrishnan, Pushpak Bhattacharyya
    ILP 2009, Leuven, Belgium
18. Application of Theory of Optimal Search to ILP
    Srihari Kalgi, Chirag Gosar, Ganesh Ramakrishnan and Ashwin Srinivasan
    ILP 2009, Leuven, Belgium
19. Identification of Class Specific Discourse Patterns
    Anup Kumar Chalamalla, Sumit Negi, L. Venkata Subramaniam, Ganesh Ramakrishnan
    ACM 17th Conference on Information and Knowledge Management (CIKM 2008), Napa Valley, California October 26-30, 2008
20. Feature Construction using Theory-Guided Sampling and Randomised Search
    Sachindra Joshi, Ganesh Ramakrishnan, and Ashwin Srinivasan
    18th International Conference on Inductive Logic Programming (ILP 2008), Prague, Czech Republic, September 10-12, 2008.
21. Optimization Issues in Inverted Index-based Entity Annotation
    Ganesh Ramakrishnan, Sachindra Joshi, Sanjeet Khaitan, Sreeram Balakrishnan
    The Third International ICST Conference on Scalable Information Systems (Infoscale 2008), June 4-6, 2008, Napoli, Italy
22. RAD: A Scalable Framework for Annotator Development
    Sanjeet Khaitan, Ganesh Ramakrishnan, Sachindra Joshi, Anup Chalamalla
    The 24nd International Conference on Data Engineering (ICDE 2008), April 7-12, 2008, Cancun, Mexico.
23. Learning Decision Lists with Known Rules for Text Mining
    Venkatesan Chakravarthy, Sachindra Joshi, Ganesh Ramakrishnan, Shantanu Godbole and Sreeram Balakrishnan
    The Third International Joint Conference on Natural Language Processing (IJCNLP 2008), January 7-12, 2008, Hyderabad, India
24. Towards Interactive Learning by Concept Ordering
    Shantanu Godbole, Sachindra Joshi, Sameep Mehta, Ganesh Ramakrishnan
    The Eighteenth ACM Conference on Hypertext and Hypermedia (HT 07), Manchester, UK 10th - 12th September 2007
25. Using ILP to Construct Features for Information Extraction from Semi-Structured Text
    Ganesh Ramakrishnan, Sachindra Joshi, Sreeram Balakrishnan, Ashwin Srinivasan,
    17th International Conference on Inductive Logic Programming (ILP 2007), Oregon State University - Corvallis, OR - USA, June 19-21, 2007.
26. USP-IBM-1 and USP-IBM-2: The ILP-based Systems for Lexical Sample WSD in SemEval-2007
    Lucia Specia, Ashwin Srinivasan, Ganesh Ramakrishnan and Maria das Gracas Volpe Nunes,
    Proceedings of the ACL SEMEVAL 2007, Prague, Czech Republic, June 23rd-24th 2007.
27. Aggregating Contextual Patterns for Information Extraction
    Sachindra Joshi, Ganesh Ramakrishnan, Sreeram Balakrishnan, Ashwin Srinivasan,
    IJCAI 2007 Workshop on Text Mining and Link Analysis, Jan 6-12, 2007.
28. Word Sense Disambiguation using Inductive Logic Programming
    Lucia Specia, Ashwin Srinivasan, Ganesh Ramakrishnan, Maria das Graç Volpe,
    16th International Conference on Inductive Logic Programming (ILP 2006), Santiago, Spain, August 24-27, 2006.
29. Entity Annotation using Inverse Index Operations
    Ganesh Ramakrishnan,Sreeram Balakrishnan and Sachindra Joshi,
    Conference on Empirical Methods in Natural Language Processing (EMNLP 2006), Sydney, Australia, July 22-23, 2006.
30. Automatic Sales Lead Generation from Web Data
    Ganesh Ramakrishnan, Sachindra Joshi, Sumit Negi, Raghu Krishnapuram, Sreeram Balakrishnan,
    The 22nd International Conference on Data Engineering (ICDE 2006), Atlanta, GA, U.S.A, April 3-8, 2006.
31. VisualRDR: A general framework for creating, maintaining and learning of ripple down rules for Information Extraction
    Delip Rao, Sachindra Joshi, Ganesh Ramakrishnan, Avishkar Misra, Sreeram Balakrishnan, Ashwin Srinivasan
    12th International Conference on Management of Data, COMAD 2005b, IIIT, Hyderabad.
32. Book Chapter: Question Answering Using Word Associations
    Ganesh Ramakrishnan and Pushpak Bhattacharyya
    Handbook of Research on Text and Web Mining Technologies, Edited by Min Song and Yi-Fang Wu, Published by Idea Group Inc., USA
33. Text Classification with Evolving Label-sets
    Shantanu Godbole, Ganesh Ramakrishnan, Sunita Sarawagi
    The Fifth IEEE International Conference on Data Mining (ICDM 2005), Houston, Texas, U.S.A, 27-30 November, 2005.
34. A model for handling approximate, noisy or incomplete labeling in text classification
    Ganesh Ramakrishnan, Krishna Prasad Chitrapura, Raghu Krishnapuram, and Pushpak Bhattacharya,
    The 22nd International Conference on Machine Learning (ICML 2005), Bonn, Germany, 7-11 August, 2005
35. A Structure-sensitive framework for Text Categorization
    Ganesh Ramakrishnan, Deepa Paranjpe, Byron Dom,
    ACM Conference on Information and Knowledge Management (CIKM 2005), Bremen, Germany, 31 October-5 November, 2005.
36. Is Question Answering an acquired skill ?
    Ganesh Ramakrishnan, Soumen Chakrabarti, Deepa Paranjpe, Pushpak Bhattacharyya ,
    The Thirteenth International World Wide Web Conference (WWW2004), New York City, 17-22 May 2004
37. A Gloss Centered Algorithm for Word Sense Disambiguation
    Ganesh Ramakrishnan, B. Prithviraj, Pushpak Bhattacharyya ,
    Proceedings of the ACL SENSEVAL 2004, Barcelona, Spain.
38. Generic Text Summarization Using WordNet
    Ganesh Ramakrishnan, Kedar Bellare, Anish Das Sarma, Atish Das Sarma, Navneet Loiwal, Vaibhav Mehta, Pushpak Bhattacharyya ,
    In proceedings of the Fourth International Conference on Language Resources and Evaluation (LREC 2004), Lisbon, Portugal, May 2004.
39. Passage Scoring for Question Answering via Bayesian Inference on Lexical Relations
    Deepa Paranjpe, Ganesh Ramakrishnan, Sumana Srinivasan
    The Twelfth Text REtrieval Conference (TREC 2003), National Institute of Standards and Technology (NIST), Gaithersburg, Maryland, 2003.
40. Generic Text Summarization Using Wordnet for Novelty and Hard
    Ganesh Ramakrishnan, Kedar Bellare, Chirag Shah, Deepa Paranjpe
    The Twelfth Text REtrieval Conference (TREC 2003), National Institute of Standards and Technology (NIST), Gaithersburg, Maryland, 2003.
41. Question Answering using Bayesian Inferencing on Lexical Relations
    Ganesh Ramakrishnan, Apoorva Jadhav, Ashutosh Joshi, Soumen Chakrabarti, Pushpak Bhattacharyya
    ACL 2003, Workshop on Question Answering and Text Summarization
42. Soft Word Sense Disambiguation
    Ganesh Ramakrishnan, Pritviraj, Deepa, Pushpak Bhattacharyya, Soumen Chakrabarti
    International Conference on Global Wordnet (GWC 04), Brno, Czeck Republic, January, 2004
43. Text Representation with WordNet synsets: A soft sense disambiguation approach
    Ganesh Ramakrishnan and Pushpak Bhattacharyya
    8th International Conference on Applications of Natural Language to Information Systems, NLDB'2003 , Burg, Germany. Published as lecture notes of LNI, Berlin.
    Also to appear in ISI-NIS Journal, Special Issue on Application of Natural Language to Information systems
44. Word Sense Disambiguation Using Semantic Sets based on WordNet
    Ganesh Ramakrishnan and P. Bhattacharyya.
    Third International Conference on Language Resources and Evaluation (LREC2002) , Canary, Spain, May 2002.
45. Using Wordnet Based Semantic Sets for Word Sense Disambiguation and Keyword Extraction
    G. Ramakrishnan and P. Bhattacharyya
    International Conference on Knowledge Based Computer Systems (KBCS 2002) , Mumbai, India, December, 2002.

Books

1. Upcoming Book: Handbook for Inductive Logic Programming
   Ashwin Srinivasan and Ganesh Ramakrishnan
   CRC Press, USA.

Tutorials

1. Graphical Models for Machine Learning in Natural Language Processing
   Pushpak Bhattacharyya and Ganesh Ramakrishnan,
   Twentieth International Joint Conference on Artificial Intelligence (IJCAI 2007), Hyderbad, India, January 6-12, 2007.
2. Graphical Models for Machine Learning in Natural Language Processing
   Pushpak Bhattacharyya and Ganesh Ramakrishnan,
   International Conference on Natural Language Processing (ICON 2005), IIT Kanpur, India, December, 2005.