Sandeep Tata

According to our database, Sandeep Tata authored at least 55 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SUMIE: A Synthetic Benchmark for Incremental Entity Summarization.

Eunjeong Hwang, Yichao Zhou, Beliz Gunel, James Bradley Wendt, Sandeep Tata

CoRR, 2024

CASPR: Automated Evaluation Metric for Contrastive Summarization.

Nirupan Ananthamurugan, Dat Duong, Philip George, Ankita Gupta, Sandeep Tata, Beliz Gunel

CoRR, 2024

STRUM-LLM: Attributed and Structured Contrastive Summarization.

Beliz Gunel, James B. Wendt, Jing Xie, Yichao Zhou, Nguyen Vo, Zachary Fisher, Sandeep Tata

CoRR, 2024

Measuring an LLM's Proficiency at using APIs: A Query Generation Strategy.

Ying Sheng, Sudeep Gandhe, Bhargav Kanagal, Nick Edmonds, Zachary Fisher, Sandeep Tata, Aarush Selvan

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

FieldSwap: Data Augmentation for Effective Form-Like Document Extraction.

Jing Xie, James B. Wendt, Yichao Zhou, Seth Ebner, Sandeep Tata

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Enhancing Incremental Summarization with Structured Representations.

Eunjeong Hwang, Yichao Zhou, James B. Wendt, Beliz Gunel, Nguyen Vo, Jing Xie, Sandeep Tata

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

STRUM: Extractive Aspect-Based Contrastive Summarization.

Beliz Gunel, Sandeep Tata, Marc Najork

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

VRDU: A Benchmark for Visually-rich Document Understanding.

Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models.

Yichao Zhou, James B. Wendt, Navneet Potti, Jing Xie, Sandeep Tata

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

An Augmentation Strategy for Visually Rich Documents.

Jing Xie, James B. Wendt, Yichao Zhou, Seth Ebner, Sandeep Tata

CoRR, 2022

A Benchmark for Structured Extractions from Complex Documents.

Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata

CoRR, 2022

Radically Lower Data-Labeling Costs for Visually Rich Document Extraction Models.

Yichao Zhou, James B. Wendt, Navneet Potti, Jing Xie, Sandeep Tata

CoRR, 2022

Data-Efficient Information Extraction from Form-Like Documents.

Beliz Gunel, Navneet Potti, Sandeep Tata, James B. Wendt, Marc Najork, Jing Xie

CoRR, 2022

Learning Transferable Node Representations for Attribute Extraction from Web Documents.

Yichao Zhou, Ying Sheng, Nguyen Vo, Nick Edmonds, Sandeep Tata

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

DI-2022: The Third Document Intelligence Workshop.

Ani Nenkova, Douglas Burdick, Benjamin Han, Dave Lewis, Sandeep Tata, Dan Tecuci

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Glean: Structured Extractions from Templatic Documents.

Sandeep Tata, Navneet Potti, James B. Wendt, Lauro Beltrão Costa, Marc Najork, Beliz Gunel

Proc. VLDB Endow., 2021

Simplified DOM Trees for Transferable Attribute Extraction from the Web.

Yichao Zhou, Ying Sheng, Nguyen Vo, Nick Edmonds, Sandeep Tata

CoRR, 2021

DI-2021: The Second Document Intelligence Workshop.

Benjamin Han, Douglas Burdick, Dave Lewis, Yijuan Lu, Hamid Motahari, Sandeep Tata

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Active Learning for Skewed Data Sets.

Abbas Kazerouni, Qi Zhao, Jing Xie, Sandeep Tata, Marc Najork

CoRR, 2020

FreeDOM: A Transferable Neural Architecture for Structured Information Extraction on Web Documents.

Bill Yuchen Lin, Ying Sheng, Nguyen Vo, Sandeep Tata

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Improving Recommendation Quality in Google Drive.

Suming J. Chen, Zhen Qin, Zac Wilson, Brian Calaci, Michael Rose, Ryan Evans, Sean Abraham, Donald Metzler, Sandeep Tata, Mike Colagrosso

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Migrating a Privacy-Safe Information Extraction System to a Software 2.0 Design.

Ying Sheng, Nguyen Vo, James B. Wendt, Sandeep Tata, Marc Najork

Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

Representation Learning for Information Extraction from Form-like Documents.

Bodhisattwa Prasad Majumder, Navneet Potti, Sandeep Tata, James Bradley Wendt, Qi Zhao, Marc Najork

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Online Template Induction for Machine-Generated Emails.

Michael J. Whittaker, Nick Edmonds, Sandeep Tata, James B. Wendt, Marc Najork

Proc. VLDB Endow., 2019

RiSER: Learning Better Representations for Richly Structured Emails.

Furkan Kocayusufoglu, Ying Sheng, Nguyen Vo, James B. Wendt, Qi Zhao, Sandeep Tata, Marc Najork

Proceedings of the World Wide Web Conference, 2019

ItemSuggest: A Data Management Platform for Machine Learned Ranking Services.

Sandeep Tata, Vlad Panait, Suming J. Chen, Mike Colagrosso

Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019

2018

Query Languages and Evaluation Techniques for Biological Sequence Data.

Sandeep Tata, Jignesh M. Patel

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Hidden in Plain Sight: Classifying Emails Using Embedded Image Contents.

Navneet Potti, James B. Wendt, Qi Zhao, Sandeep Tata, Marc Najork

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Anatomy of a Privacy-Safe Large-Scale Information Extraction System Over Email.

Ying Sheng, Sandeep Tata, James B. Wendt, Jing Xie, Qi Zhao, Marc Najork

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Recommendations for All: Solving Thousands of Recommendation Problems Daily.

Bhargav Kanagal, Sandeep Tata

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017

Quick Access: Building a Smart Experience for Google Drive.

Sandeep Tata, Alexandrin Popescul, Marc Najork, Mike Colagrosso, Julian Gibbons, Alan Green, Alexandre Mah, Michael Smith, Divanshu Garg, Cayden Meyer, Reuben Kan

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2014

Diff-Index: Differentiated Index in Distributed Log-Structured Data Stores.

Wei Tan, Sandeep Tata, Yuzhe Richard Tang, Liana L. Fong

Proceedings of the 17th International Conference on Extending Database Technology, 2014

2013

Toward a scale-out data-management middleware for low-latency enterprise computing.

Liana L. Fong, Yuqing Gao, Xavier Guerin, Yonggang Liu, T. Salo, Seetharami Seelam, Wei Tan, Sandeep Tata

IBM J. Res. Dev., 2013

A platform for eXtreme Analytics.

Andrey Balmin, Kevin S. Beyer, Vuk Ercegovac, John McPherson, Fatma Özcan, Hamid Pirahesh, Eugene J. Shekita, Yannis Sismanis, Sandeep Tata, Yuanyuan Tian

IBM J. Res. Dev., 2013

BlueSNP: R package for highly scalable genome-wide association studies using Hadoop clusters.

Hailiang Huang, Sandeep Tata, Robert J. Prill

Bioinform., 2013

Sparkler: supporting large-scale matrix factorization.

Boduo Li, Sandeep Tata, Yannis Sismanis

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

2012

Clydesdale: structured data processing on hadoop.

Andrey Balmin, Tim Kaldewey, Sandeep Tata

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Clydesdale: structured data processing on MapReduce.

Tim Kaldewey, Eugene J. Shekita, Sandeep Tata

Proceedings of the 15th International Conference on Extending Database Technology, 2012

2011

Efficient and Accurate Discovery of Patterns in Sequence Data Sets.

Avrilia Floratou, Sandeep Tata, Jignesh M. Patel

IEEE Trans. Knowl. Data Eng., 2011

Using Paxos to Build a Scalable, Consistent, and Highly Available Datastore.

Jun Rao, Eugene J. Shekita, Sandeep Tata

Proc. VLDB Endow., 2011

Column-Oriented Storage Techniques for MapReduce.

Avrilia Floratou, Jignesh M. Patel, Eugene J. Shekita, Sandeep Tata

Proc. VLDB Endow., 2011

2010

Efficient and accurate discovery of patterns in sequence datasets.

Avrilia Floratou, Sandeep Tata, Jignesh M. Patel

Proceedings of the 26th International Conference on Data Engineering, 2010

2009

Query Languages and Evaluation Techniques for Biological Sequence Data.

Sandeep Tata, Jignesh M. Patel

Proceedings of the Encyclopedia of Database Systems, 2009

Towards a Scalable Enterprise Content Analytics Platform.

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

IEEE Data Eng. Bull., 2009

Leveraging a scalable row store to build a distributed text index.

Ning Li, Jun Rao, Eugene J. Shekita, Sandeep Tata

Proceedings of the First International CIKM Workshop on Cloud Data Management, 2009

2008

SQAK: doing more with keywords.

Sandeep Tata, Guy M. Lohman

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

On common tools for databases - The case for a client-based index advisor.

Sandeep Tata, Lin Qiao, Guy M. Lohman

Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

FLAME: Shedding Light on Hidden Frequent Patterns in Sequence Datasets.

Sandeep Tata, Jignesh M. Patel

Proceedings of the 24th International Conference on Data Engineering, 2008

2007

Declarative Querying For Biological Sequences.

Sandeep Tata

PhD thesis, 2007

Estimating the selectivity of <i>tf-idf</i> based cosine similarity predicates.

Sandeep Tata, Jignesh M. Patel

SIGMOD Rec., 2007

Periscope/SQ: Interactive Exploration of Biological Sequence Databases.

Sandeep Tata, Willis Lang, Jignesh M. Patel

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

2006

Declarative Querying for Biological Sequences.

Sandeep Tata, Jignesh M. Patel, James S. Friedman, Anand Swaroop

Proceedings of the 22nd International Conference on Data Engineering, 2006

2005

Practical methods for constructing suffix trees.

Yuanyuan Tian, Sandeep Tata, Richard A. Hankins, Jignesh M. Patel

VLDB J., 2005

2004

Practical Suffix Tree Construction.

Sandeep Tata, Richard A. Hankins, Jignesh M. Patel

Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

2003

PiQA: An Algebra for Querying Protein Data Sets.

Sandeep Tata, Jignesh M. Patel

Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003