Research and Publications |
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ResearchCurrent Grants:
Cross Language Information Access (CLIA): This is a mission mode project where ten Indian Universities are working together to create a CLIA system for six languages. Sponsored by: Ministry of Information Technology and Communication, Government of India (2007-2010)
Creation smart spaces: Smart class rooms using N810 internet tablets Sponsored by Nokia (2008-2010),
Address Validation Engine Amazon (2009-2010)
Cloud Computing under Nurture an area program Yahoo (2008-2010),
Enterprise search using advanced NLP techniques and ontologies TCS (2008-2011)
Improving TF/IDF scores in document search using Co-reference resolution AOL India (2010-2011)
Past Grants: Department of Science & Technology, ADRIN - Department of Space, Department of Social Justice (Government of India Funding agencies) , AOL, Nokia Research Center, Intel Higher Education, Mahindra Satyam
Current major Projects: · Cross Language Information Access · Web Search in Indian Languages · Summarization - Ask Buddha, Wiki Summary · Personalized Summary Generation on Mobile Phones · Personalized Search Engine for Mobile Phones · Information Extraction from Financial Domains · Role Based Enterprise Search
Publications
(One can download most of these papers by visiting IIIT-H Publications Site) Book:Software Architecture: A Case Based ApproachPublished by: Pearson Education India, 2009 ISBN 10: 8131707490, ISBN13: 9788131707494 Foreword by: Len Bass Book Chapters· “Use of ontologies for organizational knowledge management”, Vasudeva Varma Ontologies, A Handbook of Principles, Concepts and Applications in Information Systems, Sharman, Raj; Kishore, Rajiv; Ramesh, Ram (Eds.) 2007, XXIV, 930 p. 245 illus., Hardcover, ISBN: 978-0-387-37019-4, Springer-Verlag. · “Hindi, Telugu, Oromo, English CLIR Evaluation”, Prasad Pingali, Kula Kekeba Tune, Vasudeva Varma, Evaluation of Multilingual and Multi-modal Information Retrieval Peters, C., Clough, P., Gey, F.C., Karlgren, J., Magnini, B., Oard, D.W., de Rijke, M., Stempfhuber, M. (Eds.), Vol. 4730, 2007, ISBN 978-3-540-74998-1, Springer-Verlag. · “Improving Recall for Hindi, Telugu, Oromo to English CLIR”, Prasad Pingali, Kula Kekeba Tune, Vasudeva Varma, Advances in Multilingual and Multimodal Information Retrieval, Lecture Notes in Computer Science Vol. 5152, Peters, C.; Jijkoun, V.; Mandl, Th.; Müller, H.; Oard, D.W.; Peñas, A.; Petras, V.; Santos, D. (Eds.), 2008, XXI, 922 p. ISBN: 978-3-540-85759-4, Springer-Verlag.
Search and Information ExtractionSummarization & QA
1. “Sentence Extraction Based Single Document Summarization” Jagadeesh J, Prasad Pingali, Vasudeva Varma, Workshop on Document Summarization, 19th and 20th March, 2005, IIIT - Allahabad 2. “Single Document Summarization using language processing” Jagadeesh J, Vasudeva Varma, IICAI-2005, 18-20 December 2005, Pune. 3. "A Relevance-Based Language Modeling Approach to DUC 2005", Jagarlamudi Jagadeesh, Prasad Pingali, Vasudeva Varma. Document Understanding Conference, 9th October 2005 at Annual meeting of HLT/EMNLP, Vancouver, BC, Canada 4. "Query Independent Sentence Scoring approach to DUC 2006", Jagarlamudi Jagadeesh, Prasad Pingali, Vasudeva Varma. Document Understanding Conference, 2006 at Annual meeting of HLT/EMNLP, New York, NY, USA 5. “Experiments in Cross Language Query Focused Multi-Document Summarization”, Prasad Pingali, Jagadeesh Jagarlamudi and Vasudeva Varma, Workshop on Cross Language Information Access – CLIA-2007, International Joint Conference on Artificial Intelligence (IJCAI)-2007, January 12, 2007, Hyderabad, India 6. "Query Independent Sentence Scoring approach to multi-document Summarization", Jagarlamudi Jagadeesh, Prasad Pingali, Vasudeva Varma. RIA-2007, Pittsburg, April 2007. 7. "IIIT-Sum at DUC 2007", Prasad Pingali, Rahul K, Vasudeva Varma. Document Understanding Conference, 2007 at Annual meeting of HLT, Rochester, NY, USA. 8. “IIIT Hyderabad at TAC 2008”, Vasudeva Varma, Prasad Pingali, Rahul K, sai krishna, Surya Ganesh, Kiran Sarvabhotla, Harish Garapati, Hareen Gopisetty, Vijay Bharath Reddy, Kranthi Reddy, Rohit Bharadwaj and Praveen Bysani. In the Proceedings of Text Analysis Conference (TAC) 2008, at the Joint conference of TREC and TAC. 9. “Generating Personalized Summaries Using Publicly Available Web Documents”, Chandan Kumar, Prasad Pingali and Vasudeva Varma. IEEE/WIC/ACM International Conference on Web Intelligence 2008,WI-08, Sydney, Australia. 10. "A Light-Weight Summarizer based on Language Model with Relative Entropy" Chandan Kumar, Prasad Pingali, Vasudeva Varma. 24th ACM SIGAPP Symposium on Applied Computing 2009, Hawaii, USA 11. “Estimating Risk of Picking a Sentence for Document Summarization”, Chandan Kumar, Prasad Pingali and Vasudeva Varma. 10th International Conference on Intelligent Text Processing and Computational Linguistics 2009,CICLing-09, Mexico City, Mexico. 12. “Sentence Position Revisited: A robust light-weight Update Summarization 'baseline' Algorithm”. Rahul Katragadda and Vasudeva Varma, In the proceedings of NAACL-HLT 2009 Workshop on Cross Lingual Information Access (CLIAWS3) 13. "Query-Focused Summaries or Query-Biased Summaries?", Rahul K and Vasudeva Varma. In the proceedings of the Joint Conference of the 47th Annual Meeting of the Association for Computational Linguistics (ACL) and 4th International Joint Conference on Natural Language Processing (IJCNLP). Aug 2-8 2009, Singapore. 14. “Exploiting structure and content of Wikipedia for Query Expansion in the context of Question Answering ” Surya Ganesh and Vasudeva Varma, Recent Advances in Natural Language Processing (RANLP-2009), Bulgaria, 2009 15. “Exploiting the use of Prior Probabilities for Passage Retrieval in Question Answering” Surya Ganesh and Vasudeva Varma, Recent Advances in Natural Language Processing (RANLP-2009), Bulgaria, 2009 16. “Classification based approach for Summarizing Opinions in Blog Posts” Kiran S, Kranthi Reddy.B and Vasudeva Varma. 4th Indian International Conference on Artificial Intelligence (IICAI-09) Special Session on Web 2.0 and Natural Language Engineering Tasks December 16-18, 2009, Bangalore, India
CLIR, Indian Language IR1. "Word normalization in Indian languages", Prasad Pingali, Vasudeva Varma in the proceeding of 4th International Conference on Natural Language Processing (ICON 2005). December 2005. 2. “WebKhoj: Indian language IR from multiple character encodings" Prasad Pingali, Jagadeesh J, Vasudeva Varma. WWW-2006 23-26 May 2006 to be held in Edinburgh, Scotland, UK 3. “A Dictionary Based Approach with Query Expansion to Cross Language Query Based Multi-Document Summarization: Experiments in Telugu – English” Prasad Pingali, Jagarlamudi Jagadeesh, Vasudeva Varma, National Workshop on Artificial Intelligence, June 2006, Mumbai, India. 4. “Telugu - English Dictionary Based Cross Language Query Focused Multi-Document summarization” (Extended Abstract) Prasad Pingali, Jagarlamudi Jagadeesh, Vasudeva Varma, International Workshop on Intelligent Information Access (IWIIA-2006) July 2006, Helsinki, Finland 5. “Hindi and Telugu to English Cross Language Information Retrieval at CLEF 2006” Prasad Pingali, Vasudeva Varma, Working Notes of Cross Language Evaluation Forum Workshop 2006, Spain. 6. “Oromo-English Information Retrieval Experiments at CLEF 2006” Kula Kekeba Tune, Prasad Pingali, Vasudeva Varma, Working Notes of Cross Language Evaluation Forum Workshop 2006, Spain. 7. “Evaluation of Oromo-English Cross-Language Information Retrieval” Kula Kekeba Tune, Vasudeva Varma and Prasad Pingali, Workshop on Cross Language Information Access – CLIA-2007, International Joint Conference on Artificial Intelligence (IJCAI)-2007, January 12, 2007, Hyderabad, India 8. “Multilingual Indexing Support for CLIR using Language Modeling”, Prasad Pingali, Vasudeva Varma, IEEE Data Engineering Bulletin, March 2007, Volume: Number, PP: 9. "IIIT Hyderabad at CLEF 2007 - Adhoc Indian Language CLIR task", Prasad Pingali, Vasudeva Varma, CLEF-2007, Cross Language Evaluation Forum 2007 Workshop at Budapest Hungary. 19-21 September 2007, At Eleventh European Conference on Digital Libraries. 10. "Approximate String Matching Techniques for Effective CLIR Among Indian Languages", Ranbeer Makin, Nikita Pandey, Prasad Pingali, and Vasudeva Varma, International Workshop on Fuzzy Logic and Applications, Ruta di Camogli, Genova, Italy - July 7-10, 2007, F. Masulli, S. Mitra, and G. Pasi (Eds.): WILF 2007, LNAI 4578, pp. 430-437, 2007. Springer-Verlag Berlin Heidelberg. 11. "Statistical Transliteration for Cross Language Information Retrieval using HMM alignment model and CRF", Suryaganesh Veeravalli, Sreeharsha Yella, Prasad Pingali and Vasudeva Varma, CLIA-2008, 2nd International workshop on Cross Language Information Access, 3rd International Joint Conference on Natural Language Processing (IJCNLP 2008), January 7-12, 2008, Hyderabad, India. 12. "A Character n-gram Based Approach for Improved Recall in Indian Language NER", Praneeth M Shishtla, Prasad Pingali, Vasudeva Varma, Proceedings of IJCNLP-08 Workshop on Named Entity Recognition for South and South East Asian Languages (NERSSEAL-08), January 2008, Hyderabad, India, pp 67-74. 13. "Experiments in Telugu NER: A Conditional Random Field Approach", Praneeth M Shishtla, Prasad Pingali, Vasudeva Varma, Proceedings of IJCNLP-08 Workshop on Named Entity Recognition for South and South East Asian Languages, NERSSEAL-08, January 2008, Hyderabad, India, pp 105 110. 14. “Design and Evaluation of Soft Keyboards for Telugu”, V.B. Sowmya and Vasudeva Varma. "6th International Conference on Natural Language Processing" (ICON-2008), Pune, India. . 15. “IIIT Hyderabad’s CLIR experiments for FIRE-2008”, Sethuramalingam S and Vasudeva Varma. In the working notes of First Workshop of Forum for Information Retrieval Evaluation (FIRE) 2008 Kolkata. 16. “Transliteration Based Text Input Methods for Telugu”, V.B. Sowmya and Vasudeva Varma. "22and International Conference on Computer Processing for Oriental Languages" (ICCPOL-2009), Hong Kong. 17. “Experiments in CLIR Using Fuzzy String Search Based on Surface Similarity”. Sethuramalingam Subramaniam, Anil Kumar Singh, Pradeep Dasigi and Vasudeva Varma. In Proceedings of 32nd Annual ACM SIGIR Conference. Boston, Massachusetts, USA. July 2009 18. “A Language-Independent Transliteration Schema Using Character Aligned Models” Praneeth Shishtla, Surya Ganesh V, Sethuramalingam Subramaniam and Vasudeva Varma. In the Proceedings of ACL-IJCNLP 2009 Named Entities Workshop (NEWS 2009), Singapore, 2009 IE1. “An Unsupervised Approach to Product Attribute Extraction”, Santosh Raju,, Prasad Pingali and Vasudeva Varma. European Conference on Information Retrieval 2009, Toulouse, France. 2. “A Graph Clustering Approach to Product Attribute Extraction” Santosh Raju, Praneeth Shishtla and Vasudeva Varma. 4th Indian International Conference on Artificial Intelligence (IICAI-09) Special Session on Web 2.0 and Natural Language Engineering Tasks December 16-18, 2009, Bangalore, India
Personalization1. “Personalized web search engine for mobile devices”, Vasudeva Varma, N Sriharsha, Prasad Pingali, Murali Krishna Punaganti Venkata, International Workshop on Intelligent Information Access (IWIIA-2006) July 2006, Helsinki, Finland 2. “A Novel Approach for Re-Ranking of Search results using Collaborative Filtering” Rohini U, Vasudeva Varma, International Conference on Computing: Theory and Applications, March 4-5 2007, Kolkata, India, IEEE Press. 3. "Statistical Machine Translation Models for Personalized Search" Rohini U, Vamshi Ambati and Vasudeva Varma. In the Proceedings of 3rd International Joint Conference on Natural Language Processing (IJCNLP 2008), January 7-12, 2008, Hyderabad, India. 4. "Role Based Personalization in Enterprise Search" Vasudeva Varma, Prasad Pingali and Nihar Sharma. 4th Indian International Conference on Artificial Intelligence (IICAI-09) Special Session on Web 2.0 and Natural Language Engineering Tasks December 16-18, 2009, Bangalore, India
Misc—Taxonomies, Content Management etc1. “Building Large-scale ontology networks”, Vasudeva Varma, Language Engineering Conference, December 13-15, 2002, University of Hyderabad, IEEE Computer Society Publications, Pages: 121-127, ISBN 0-7695-1885-0 2. “Technology Enablers for building Content Management Systems” Vasudeva Varma, Theme paper in Multi-lingual computing and information management in Networked Digital Environment, (Ed) TAV Murthy, SM Salgar, SK Sharma, K Prakash, Proceedings of Third International Convention on Automation of Libraries in Education and Research Institutions (CALIBER-2005), Cochin, 2-4 February 2005, pp 167-177, ISBN: 81-902079-0-3 3. "Applying Lexical Semantics to Improve Text Classification” Diwakar Padmaraju, Vasudeva Varma, Proceedings of Second symposium on Indian Morphology, Phonology and Language Engineering, SIMPLE-05 IIT Kharagpur, February 05-07, 2005, pp 94-98 ISBN: 81-7342-137-4 4. “Exploring Creative Concepts in the Nearest Neighborhood using Lexical Ontologies” Prasad Pingali, Jagadeesh J, Vasudeva Varma, Bipin Indurkhya, IICAI-2005, 18-20 December 2005, Pune. 5. "Location Based Web Search on GSM/GPRS Mobile Phones” VVS Naresh, Prasad Pingali, Vasudeva Varma, Murali Krishna Punaganti Venkata WWW-2006 Developer Track, 23-26 May 2006 to be held in Edinburgh, Scotland, UK 6. “IIITH at TREC 2007 Spam Track – Experimenting with Spam Bayes”, Kiran S, Raja Sekhar K, Prasad Pingali, Vasudeva Varma, Working notes of TREC-2007, NIST, Gaithersburg, MD, USA
Software Engineering
1. “Managing Software Development in New-era Educational Institutions”, Vasudeva Varma, Project Management Institute (PMI) Pearl City Chapter, Symposium 2003, April 25-25, 2003, Hyderabad, India 2. “Issues, Challenges and Opportunities for Research in Software Engineering”, Manish Kumar Anand, Vasudeva Varma, Accepted for presentation at IASTED International Conference on Software Engineering and Applications (SEA 2004), November 09-1, 2004, MIT Cambridge, USA. 3. "Demands on a Learning Organization: Creating Niche Markets, Reaching and Staying in Leadership Position" Vasudeva Varma, in the proceedings of Satyam Architecture Conference ArchConf-2004, Chennai, June 28-29, 2004 4. “A Case Study Initiative for Software Engineering Education” Vasudeva Varma, Kirti Garg, and STP Vamsi, The 2005 International Conference on Software Engineering Research and Practice (SERP'05) June 27-30, 2005, Las Vegas, USA 5. “Case Studies: The Potential Teaching Instruments for Software Engineering” Vasudeva Varma, Kirti Garg, 5th International Conference on Quality Software (QSIC 2005), Melbourne, Australia, September 19 -20, 2005 IEEE Press. 6. “Security: Bridging the Academia-Industry Gap Using a Case Study” Kirti garg, Vasudeva Varma, KN Giridhar, Abhishek Misra, Asia Pacific Software Engineering Conference (APSEC-2006), December 2006, Bangalore, India. IEEE Press. 7. “A Study of the Effectiveness of Case Study approach in Software Engineering Education” Kirti garg, Vasudeva Varma, Conference on Software Engineering Education and Training, CSEET-2007, July 3-5, 2007, Dublin, Ireland IEEE Press. 8. “Individual and Organizational Learning Challenges in Software Service Industry: A Case for Solution Architects”, Vasudeva Varma, to appear in Satyam Technology Review, Volume 5, Q2, April 2007 9. "Critical Software Architecture Elements for Service Orientation", Vasudeva Varma, Satyam Technology Review, Volume 5, Q3, August 2007. 10. "Software Engineering Education in India: Issues and Challenges" Kirti garg, Vasudeva Varma, 21st IEEE Conference on Software Engineering Education and Training, CSEET-2008, April 15-17, 2008, Charleston, SC, USA. IEEE Press. 11. "People Issues Relating to Software Engineering Education and Training in India", Kirti garg, Vasudeva Varma, ACM-SIGSOFT's 1st Indian Conference on Software Engineering (ISEC-2008), February 19-22, 2008. ACM Press. 12. "Enabling Reuse of Citizen Centric Government Processes through Service Oriented Architecture", Bhudeb Chakravarti, Vasudeva Varma, ACM-SIGSOFT's 1st Indian Conference on Software Engineering (ISEC-2008), February 19-22, 2008. ACM Press. 13. “Case Studies as Assessment Tools in Software Engineering Classrooms”, Kirti Garg and Vasudeva Varma. 22nd IEEE-CS International Conference of Software Engineering Education and Training(CSEET'09), Feb 2009, Hyderabad, India. 14. “An Effective Learning Environment for Teaching Problem Solving in Software Architecture”, Kirti Garg and Vasudeva Varma. Proceedings of 2nd India Software Engineering Conference (ISEC2009) by ACM, Pune, Feb 2009,pp. 139-140. 15. "Opportunities for Creativity in a Case Study Based Software Engineering Course", Kirti Garg, Vasudeva Varma, Bipin Indurkhya, Second International Conference on Creativity and Innovation in Software Engineering (CISE-2009), Ravda (Nessebar), Bulgaria, 10 - 12 June 2009 16. "Multilingual Web Usability Testing - A MUST Methodology", Ankur Gupta, Amit Sangroya, Vasudeva Varma, Second International Conference on Creativity and Innovation in Software Engineering (CISE-2009), Ravda (Nessebar), Bulgaria, 10 - 12 June 2009 17. “Building a Semantic Virtual Museum: From Wiki to Semantic Wiki using Named Entity Recognition”, Alain Plantec, Vincent Ribaud and Vasudeva Varma, ACM SIGPLAN International Conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA), October 25 - 29, 2009, Orlando, FL, USA
Case Studies1. “Assure-Health: Health Insurance application that got sick - A case study in software requirements Engineering”, With Bhudeb Chakravarti, Bidhu Mahapatra and Jayanthi Vemulapati, Satyam Technology Review, Volume 2, Q3, July 2004. pp 74-84 2. “Technical Architecture of McCombbs Call center software”, with Kirti Garg, Muralimohan Nandipati and Prashanti Reddy, Satyam Technology Review, Volume 2, Q4, October 2004. pp 61-72 3. “Search for Travel in 2010: architecting Open evaluation”, With Kirti Garg, Dilip Bhonde, Shubhangi Bhagwat, Satyam Technology Review, Volume 3, Q1, January 2005. PP. 136-146. 4. “Mobile Trading System – A Case Study in Software Design”, With Bhudeb Chakravarti, Vamsi STP, Satyam Technology Review, Volume 3, Q2, April 2005. 5. “Managing Growth in a High Technology Venture – the Fact-Tree Way” with Kirti Garg and STP Vamsi. This is award winning case study in “Case Chase” an international Entrepreneurship Case Writing Competition conducted by the Society for Entrepreneurship Educators, held in ISB, 14-15 April 2005. This publication is now available from ECCH – European Case Clearing House
Other Publications (Before 2002)1. "Knowledge Based Metaphor Interpretation," Knowledge Based Systems 9, 1996 339-342. Elsevier Science
2. "Tat Tvam: A Metaphor Interpretation Model based on Indian Theories of Meaning," Presented at the Indian Congress on Knowledge and Language, January 11-17th, 1996, Mysore, India
3. "Metaphor Interpretation: Insights from Indian Theories," with A. Sivasankara Reddy, presented at the International Conference on "Cognitive Systems" December 15-16, 1995, New Delhi, India
4. "Concept Lexicon" with A. Sivasankara Reddy, presented at the National Workshop on Computational Lexicography and Text Processing, University of Hyderabad, 19-23 January 1995
5. "Object Oriented Multipurpose Lexicon" with A. Sivasankara Reddy and K. Narayana Murthy, International Journal of Communications, Bahri Publications, New Delhi, Vol., VI, No. 1&2, Jan-Dec 1996, Pages: 69-83
6. "Object Oriented Lexicon" with A. Sivasankara Reddy and K. Narayana Murthy. International Computing Congress (ICC-95), Hyderabad, January 1995
7. "Computation of Metaphorical Language," International Journal of Communications, Bahri Publications, New Delhi, Vol. VI, No. 1&2, Jan-Dec 1996, Pages: 9-20
8. "Electronic Dictionaries: A Model Architecture" with A. Sivasankara Reddy and K. Narayana Murthy, presented in the National workshop on "Electronic Dictionaries for Second Language Learners" 29th Sept. - 7th Oct. 1993 at Bharatiar University, Coimbatore, India
9. "Grammar Checker" with B.N. Patnaik and L. Sobha Gaveshana, September 1994. New Delhi
10. "Issues Involved in Developing Morphological Analyzer and Lexicon for a Machine Translation System'' International Journal of Translation, Bahri Publications, New Delhi. Vol:5, Nos. 1 & 2, 1993:1-18 pp
11. "Towards Metaphor Handling: A Computational Framework" presented at a workshop on Computer Applications for Indian Languages, 19-21 August 1992, CIIL, Mysore
12. "Review of Computational Linguistics and Formal Semantics," Vivek, a quarterly in Artificial Intelligence from NCST, Bombay Vol. 7.4 October 1994
13. "Review of A Computational Model of Metaphor Interpretation," Vivek, a quarterly in Artificial Intelligence from NCST, Bombay Vol. 5.2 January 1992 |