Shivakumar Vaithyanathan

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 3

Top Topics

Semantic Role Labeling

Prepositional Phrase

Top Venues

Proc. VLDB Endow.

Publications

Akash V. Maharaj, Kun Qian, Uttaran Bhattacharya, Sally Fang, Horia Galatanu, Manas Garg, Rachel Hanessian, Nishant Kapoor, Ken Russell, Shivakumar Vaithyanathan, Yunyao Li
Evaluation and Continual Improvement for an Enterprise AI Assistant. CoRR (2024)
Shreyas Bharadwaj, Laura Chiticariu, Marina Danilevsky, Samarth Dhingra, Samved Divekar, Arnaldo Carreno-Fuentes, Himanshu Gupta, Nitin Gupta, Sang-Don Han, Mauricio A. Hernández, Howard Ho, Parag Jain, Salil Joshi, Hima Karanam, Saravanan Krishnan, Rajasekar Krishnamurthy, Yunyao Li, Satishkumaar Manivannan, Ashish R. Mittal, Fatma Ozcan, Abdul Quamar, Poornima Raman, Diptikalyan Saha, Karthik Sankaranarayanan, Jaydeep Sen, Prithviraj Sen, Shivakumar Vaithyanathan, Mitesh Vasa, Hao Wang, Huaiyu Zhu
Creation and Interaction with Large-scale Domain-Specific Knowledge Bases. Proc. VLDB Endow. 10 (12) (2017)
Shivakumar Vaithyanathan
Building Industry-specific Knowledge Bases. CIKM (2016)
Alan Akbik, Laura Chiticariu, Marina Danilevsky, Yunyao Li, Shivakumar Vaithyanathan, Huaiyu Zhu
Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling. ACL (1) (2015)
Matthias Boehm, Shirish Tatikonda, Berthold Reinwald, Prithviraj Sen, Yuanyuan Tian, Douglas Burdick, Shivakumar Vaithyanathan
Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML. Proc. VLDB Endow. 7 (7) (2014)
Shivakumar Vaithyanathan, Byron Dom
Model-Based Hierarchical Clustering CoRR (2013)
Shivakumar Vaithyanathan
The value of social media data in enterprise applications. SIGMOD Conference (2012)
Ronald Fagin, Benny Kimelfeld, Yunyao Li, Sriram Raghavan, Shivakumar Vaithyanathan
Rewrite rules for search database systems. PODS (2011)
Amol Ghoting, Rajasekar Krishnamurthy, Edwin P. D. Pednault, Berthold Reinwald, Vikas Sindhwani, Shirish Tatikonda, Yuanyuan Tian, Shivakumar Vaithyanathan
SystemML: Declarative machine learning on MapReduce. ICDE (2011)
Daisy Zhe Wang, Long Wei, Yunyao Li, Frederick Reiss, Shivakumar Vaithyanathan
Selectivity estimation for extraction operators over text data. ICDE (2011)
Laura Chiticariu, Vivian Chu, Sajib Dasgupta, Thilo W. Goetz, Howard Ho, Rajasekar Krishnamurthy, Alexander Lang, Yunyao Li, Bin Liu, Sriram Raghavan, Frederick Reiss, Shivakumar Vaithyanathan, Huaiyu Zhu
The SystemT IDE: an integrated development environment for information extraction rules. SIGMOD Conference (2011)
Douglas Burdick, Mauricio A. Hernández, Howard Ho, Georgia Koutrika, Rajasekar Krishnamurthy, Lucian Popa, Ioana Stanoi, Shivakumar Vaithyanathan, Sanjiv R. Das
Extracting, Linking and Integrating Data from Public Sources: A Financial Case Study. IEEE Data Eng. Bull. 34 (3) (2011)
Shivakumar Vaithyanathan
The Power of Declarative Languages: From Information Extraction to Machine Learning. BTW (2011)
Laura Chiticariu, Rajasekar Krishnamurthy, Yunyao Li, Sriram Raghavan, Frederick Reiss, Shivakumar Vaithyanathan
SystemT: An Algebraic Approach to Declarative Information Extraction. ACL (2010)
Sreeram Balakrishnan, Vivian Chu, Mauricio A. Hernández, Howard Ho, Rajasekar Krishnamurthy, Shixia Liu, Jan Pieper, Jeffrey S. Pierce, Lucian Popa, Christine Robson, Lei Shi, Ioana Roxana Stanoi, Edison L. Ting, Shivakumar Vaithyanathan, Huahai Yang
Midas: integrating public financial data. SIGMOD Conference (2010)
Laura Chiticariu, Rajasekar Krishnamurthy, Yunyao Li, Frederick Reiss, Shivakumar Vaithyanathan
Domain Adaptation of Rule-Based Annotators for Named-Entity Recognition Tasks. EMNLP (2010)
Ronald Fagin, Benny Kimelfeld, Yunyao Li, Sriram Raghavan, Shivakumar Vaithyanathan
Understanding queries in a search database system. PODS (2010)
Kevin S. Beyer, Vuk Ercegovac, Rajasekar Krishnamurthy, Sriram Raghavan, Jun Rao, Frederick Reiss, Eugene J. Shekita, David E. Simmen, Sandeep Tata, Shivakumar Vaithyanathan, Huaiyu Zhu
Towards a Scalable Enterprise Content Analytics Platform. IEEE Data Eng. Bull. 32 (1) (2009)
Eirinaios Michelakis, Rajasekar Krishnamurthy, Peter J. Haas, Shivakumar Vaithyanathan
Uncertainty management in rule-based information extraction systems. SIGMOD Conference (2009)
Rajasekar Krishnamurthy, Yunyao Li, Sriram Raghavan, Frederick Reiss, Shivakumar Vaithyanathan, Huaiyu Zhu
SystemT: a system for declarative information extraction. SIGMOD Rec. 37 (4) (2008)
Frederick Reiss, Sriram Raghavan, Rajasekar Krishnamurthy, Huaiyu Zhu, Shivakumar Vaithyanathan
An Algebraic Approach to Rule-Based Information Extraction. ICDE (2008)
Yunyao Li, Rajasekar Krishnamurthy, Sriram Raghavan, Shivakumar Vaithyanathan, H. V. Jagadish
Regular Expression Learning for Information Extraction. EMNLP (2008)
Douglas Burdick, AnHai Doan, Raghu Ramakrishnan, Shivakumar Vaithyanathan
OLAP over Imprecise Data with Domain Constraints. VLDB (2007)
Huaiyu Zhu, Sriram Raghavan, Shivakumar Vaithyanathan, Alexander Löser
Navigating the intranet with high precision. WWW (2007)
Douglas Burdick, Prasad M. Deshpande, T. S. Jayram, Raghu Ramakrishnan, Shivakumar Vaithyanathan
OLAP over uncertain and imprecise data. VLDB J. 16 (1) (2007)
T. S. Jayram, Rajasekar Krishnamurthy, Sriram Raghavan, Shivakumar Vaithyanathan, Huaiyu Zhu
Avatar Information Extraction System. IEEE Data Eng. Bull. 29 (1) (2006)
AnHai Doan, Raghu Ramakrishnan, Shivakumar Vaithyanathan
Managing information extraction: state of the art and research directions. SIGMOD Conference (2006)
Douglas Burdick, Prasad M. Deshpande, T. S. Jayram, Raghu Ramakrishnan, Shivakumar Vaithyanathan
Efficient Allocation Algorithms for OLAP Over Imprecise Data. VLDB (2006)
Eser Kandogan, Rajasekar Krishnamurthy, Sriram Raghavan, Shivakumar Vaithyanathan, Huaiyu Zhu
Avatar semantic search: a database approach to information retrieval. SIGMOD Conference (2006)
Yunyao Li, Rajasekar Krishnamurthy, Shivakumar Vaithyanathan, H. V. Jagadish
Getting work done on the web: supporting transactional queries. SIGIR (2006)
David Gondek, Shivakumar Vaithyanathan, Ashutosh Garg
Clustering with Model-level Constraints. SDM (2005)
Douglas Burdick, Prasad Deshpande, T. S. Jayram, Raghu Ramakrishnan, Shivakumar Vaithyanathan
OLAP Over Uncertain and Imprecise Data. VLDB (2005)
Philip Beineke, Trevor Hastie, Shivakumar Vaithyanathan
The Sentimental Factor: Improving Review Classification Via Human-Provided Information. ACL (2004)
Ashutosh Garg, Sreeram Balakrishnan, Shivakumar Vaithyanathan
Asynchronous HMM with applications to speech recognition. ICASSP (1) (2004)
Ashutosh Garg, T. S. Jayram, Shivakumar Vaithyanathan, Huaiyu Zhu
Generalized Opinion Pooling. AI&M (2004)
Huaiyu Zhu, Shivakumar Vaithyanathan, Mahesh V. Joshi
Topic Learning from Few Examples. PKDD (2003)
Bo Pang, Lillian Lee, Shivakumar Vaithyanathan
Thumbs up? Sentiment Classification using Machine Learning Techniques CoRR (2002)
Bo Pang, Lillian Lee, Shivakumar Vaithyanathan
Thumbs up? Sentiment Classification using Machine Learning Techniques. EMNLP (2002)
Alex Cozzi, Myron Flickner, Jianchang Mao, Shivakumar Vaithyanathan
A Comparison of Classifiers for Real-Time Eye Detection. ICANN (2001)
Shivakumar Vaithyanathan, Jianchang Mao, Byron Dom
Hierarchical Bayes for Text Classification. PRICAI Workshop on Text and Web Mining (2000)
Shivakumar Vaithyanathan, Byron Dom
Hierarchical Unsupervised Learning. ICML (2000)
Shivakumar Vaithyanathan, Byron Dom
Model-Based Hierarchical Clustering. UAI (2000)
Shivakumar Vaithyanathan
Introduction: Data Mining on the Internet. Artif. Intell. Rev. 13 (5-6) (1999)
Shivakumar Vaithyanathan, Byron Dom
Generalized Model Selection for Unsupervised Learning in High Dimensions. NIPS (1999)
Shivakumar Vaithyanathan, Byron Dom
Model Selection in Unsupervised Learning with Applications To Document Clustering. ICML (1999)
Peter G. Anick, Shivakumar Vaithyanathan
Exploiting Clustering and Phrases for Context-based Information Retrieval. SIGIR (1997)
Shivakumar Vaithyanathan, James P. Ignizio
A stochastic neural network for resource constrained scheduling. Comput. Oper. Res. 19 (3-4) (1992)