Sandeep Tata

63 papers A* 20A 3B 5Journal 26Unranked 6
YearRankTypeTitle / Venue / Authors
2025 A* conf
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs.
EMNLP
Dulhan Jayalath, James Bradley Wendt, Nicholas Monath, Sandeep Tata, Beliz Gunel
2025 B conf
SUMIE: A Synthetic Benchmark for Incremental Entity Summarization.
COLING
Eunjeong Hwang, Yichao Zhou, Beliz Gunel, James Bradley Wendt, Sandeep Tata
2024 J jnl
CASPR: Automated Evaluation Metric for Contrastive Summarization.
CoRR
Nirupan Ananthamurugan, Dat Duong, Philip George, Ankita Gupta, Sandeep Tata, Beliz Gunel
2024 — conf
Enhancing Incremental Summarization with Structured Representations.
EMNLP (Findings)
Eunjeong Hwang, Yichao Zhou, James B. Wendt, Beliz Gunel, Nguyen Vo, Jing Xie, Sandeep Tata
2024 J jnl
Enhancing Incremental Summarization with Structured Representations.
CoRR
Eunjeong Hwang, Yichao Zhou, James Bradley Wendt, Beliz Gunel, Nguyen Vo, Jing Xie, Sandeep Tata
2024 A* conf
FieldSwap: Data Augmentation for Effective Form-Like Document Extraction.
ICDE
Jing Xie, James B. Wendt, Yichao Zhou, Seth Ebner, Sandeep Tata
2024 J jnl
Long-Range Tasks Using Short-Context LLMs: Incremental Reasoning With Structured Memories.
CoRR
Dulhan Jayalath, James Bradley Wendt, Nicholas Monath, Sandeep Tata, Beliz Gunel
2024 A* conf
Measuring an LLM's Proficiency at using APIs: A Query Generation Strategy.
KDD
Ying Sheng, Sudeep Gandhe, Bhargav Kanagal, Nick Edmonds, Zachary Fisher, Sandeep Tata, Aarush Selvan
2024 J jnl
STRUM-LLM: Attributed and Structured Contrastive Summarization.
CoRR
Beliz Gunel, James B. Wendt, Jing Xie, Yichao Zhou, Nguyen Vo, Zachary Fisher, Sandeep Tata
2024 J jnl
SUMIE: A Synthetic Benchmark for Incremental Entity Summarization.
CoRR
Eunjeong Hwang, Yichao Zhou, Beliz Gunel, James Bradley Wendt, Sandeep Tata
2023 — conf
STRUM: Extractive Aspect-Based Contrastive Summarization.
WWW (Companion Volume)
Beliz Gunel, Sandeep Tata, Marc Najork
2023 A* conf
Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models.
EMNLP
Yichao Zhou, James B. Wendt, Navneet Potti, Jing Xie, Sandeep Tata
2023 A* conf
VRDU: A Benchmark for Visually-rich Document Understanding.
KDD
Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata
2022 J jnl
A Benchmark for Structured Extractions from Complex Documents.
CoRR
Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata
2022 J jnl
An Augmentation Strategy for Visually Rich Documents.
CoRR
Jing Xie, James B. Wendt, Yichao Zhou, Seth Ebner, Sandeep Tata
2022 A* conf
DI-2022: The Third Document Intelligence Workshop.
KDD
Ani Nenkova, Douglas Burdick, Benjamin Han, Dave Lewis, Sandeep Tata, Dan Tecuci
2022 J jnl
Data-Efficient Information Extraction from Form-Like Documents.
CoRR
Beliz Gunel, Navneet Potti, Sandeep Tata, James B. Wendt, Marc Najork, Jing Xie
2022 A conf
Learning Transferable Node Representations for Attribute Extraction from Web Documents.
WSDM
Yichao Zhou, Ying Sheng, Nguyen Vo, Nick Edmonds, Sandeep Tata
2022 J jnl
Radically Lower Data-Labeling Costs for Visually Rich Document Extraction Models.
CoRR
Yichao Zhou, James B. Wendt, Navneet Potti, Jing Xie, Sandeep Tata
2021 A* conf
DI-2021: The Second Document Intelligence Workshop.
KDD
Benjamin Han, Douglas Burdick, Dave Lewis, Yijuan Lu, Hamid Motahari, Sandeep Tata
2021 J jnl
Glean: Structured Extractions from Templatic Documents.
Proc. VLDB Endow.
Sandeep Tata, Navneet Potti, James B. Wendt, Lauro Beltrão Costa, Marc Najork, Beliz Gunel
2021 J jnl
Simplified DOM Trees for Transferable Attribute Extraction from the Web.
CoRR
Yichao Zhou, Ying Sheng, Nguyen Vo, Nick Edmonds, Sandeep Tata
2020 J jnl
Active Learning for Skewed Data Sets.
CoRR
Abbas Kazerouni, Qi Zhao, Jing Xie, Sandeep Tata, Marc Najork
2020 A* conf
FreeDOM: A Transferable Neural Architecture for Structured Information Extraction on Web Documents.
KDD
Bill Yuchen Lin, Ying Sheng, Nguyen Vo, Sandeep Tata
2020 J jnl
FreeDOM: A Transferable Neural Architecture for Structured Information Extraction on Web Documents.
CoRR
Bill Yuchen Lin, Ying Sheng, Nguyen Vo, Sandeep Tata
2020 A* conf
Improving Recommendation Quality in Google Drive.
KDD
Suming J. Chen, Zhen Qin, Zac Wilson, Brian Calaci, Michael Rose, Ryan Evans, Sean Abraham, Donald Metzler, Sandeep Tata, Mike Colagrosso
2020 A conf
Migrating a Privacy-Safe Information Extraction System to a Software 2.0 Design.
CIDR
Ying Sheng, Nguyen Vo, James B. Wendt, Sandeep Tata, Marc Najork
2020 A* conf
Representation Learning for Information Extraction from Form-like Documents.
ACL
Bodhisattwa Prasad Majumder, Navneet Potti, Sandeep Tata, James Bradley Wendt, Qi Zhao, Marc Najork
2019 A conf
ItemSuggest: A Data Management Platform for Machine Learned Ranking Services.
CIDR
Sandeep Tata, Vlad Panait, Suming J. Chen, Mike Colagrosso
2019 J jnl
Online Template Induction for Machine-Generated Emails.
Proc. VLDB Endow.
Michael J. Whittaker, Nick Edmonds, Sandeep Tata, James B. Wendt, Marc Najork
2019 A* conf
RiSER: Learning Better Representations for Richly Structured Emails.
WWW
Furkan Kocayusufoglu, Ying Sheng, Nguyen Vo, James B. Wendt, Qi Zhao, Sandeep Tata, Marc Najork
2018 A* conf
Anatomy of a Privacy-Safe Large-Scale Information Extraction System Over Email.
KDD
Ying Sheng, Sandeep Tata, James B. Wendt, Jing Xie, Qi Zhao, Marc Najork
2018 A* conf
Hidden in Plain Sight: Classifying Emails Using Embedded Image Contents.
WWW
Navneet Potti, James B. Wendt, Qi Zhao, Sandeep Tata, Marc Najork
2018 — ch.
Query Languages and Evaluation Techniques for Biological Sequence Data.
Encyclopedia of Database Systems (2nd ed.)
Sandeep Tata, Jignesh M. Patel
2018 A* conf
Recommendations for All: Solving Thousands of Recommendation Problems Daily.
ICDE
Bhargav Kanagal, Sandeep Tata
2017 A* conf
Quick Access: Building a Smart Experience for Google Drive.
KDD
Sandeep Tata, Alexandrin Popescul, Marc Najork, Mike Colagrosso, Julian Gibbons, Alan Green, Alexandre Mah, Michael Smith, Divanshu Garg, Cayden Meyer, Reuben Kan
2014 B conf
Diff-Index: Differentiated Index in Distributed Log-Structured Data Stores.
EDBT
Wei Tan, Sandeep Tata, Yuzhe Richard Tang, Liana L. Fong
2013 J jnl
A platform for eXtreme Analytics.
IBM J. Res. Dev.
Andrey Balmin, Kevin S. Beyer, Vuk Ercegovac, John McPherson, Fatma Özcan, Hamid Pirahesh, Eugene J. Shekita, Yannis Sismanis, Sandeep Tata, Yuanyuan Tian
2013 J jnl
BlueSNP: R package for highly scalable genome-wide association studies using Hadoop clusters.
Bioinform.
Hailiang Huang, Sandeep Tata, Robert J. Prill
2013 B conf
Sparkler: supporting large-scale matrix factorization.
EDBT
Boduo Li, Sandeep Tata, Yannis Sismanis
2013 J jnl
Toward a scale-out data-management middleware for low-latency enterprise computing.
IBM J. Res. Dev.
Liana L. Fong, Yuqing Gao, Xavier Guerin, Yonggang Liu, T. Salo, Seetharami Seelam, Wei Tan, Sandeep Tata
2012 B conf
Clydesdale: structured data processing on MapReduce.
EDBT
Tim Kaldewey, Eugene J. Shekita, Sandeep Tata
2012 — conf
Clydesdale: structured data processing on hadoop.
SIGMOD Conference
Andrey Balmin, Tim Kaldewey, Sandeep Tata
2011 J jnl
Column-Oriented Storage Techniques for MapReduce
CoRR
Avrilia Floratou, Jignesh M. Patel, Eugene J. Shekita, Sandeep Tata
2011 J jnl
Column-Oriented Storage Techniques for MapReduce.
Proc. VLDB Endow.
Avrilia Floratou, Jignesh M. Patel, Eugene J. Shekita, Sandeep Tata
2011 J jnl
Efficient and Accurate Discovery of Patterns in Sequence Data Sets.
IEEE Trans. Knowl. Data Eng.
Avrilia Floratou, Sandeep Tata, Jignesh M. Patel
2011 J jnl
Using Paxos to Build a Scalable, Consistent, and Highly Available Datastore
CoRR
Jun Rao, Eugene J. Shekita, Sandeep Tata
2011 J jnl
Using Paxos to Build a Scalable, Consistent, and Highly Available Datastore.
Proc. VLDB Endow.
Jun Rao, Eugene J. Shekita, Sandeep Tata
2010 A* conf
Efficient and accurate discovery of patterns in sequence datasets.
ICDE
Avrilia Floratou, Sandeep Tata, Jignesh M. Patel
2009 — conf
Leveraging a scalable row store to build a distributed text index.
CloudDB@CIKM
Ning Li, Jun Rao, Eugene J. Shekita, Sandeep Tata
2009 — ch.
Query Languages and Evaluation Techniques for Biological Sequence Data.
Encyclopedia of Database Systems
Sandeep Tata, Jignesh M. Patel
2009 J jnl
Towards a Scalable Enterprise Content Analytics Platform.
IEEE Data Eng. Bull.
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
2008 A* conf
FLAME: Shedding Light on Hidden Frequent Patterns in Sequence Datasets.
ICDE
Sandeep Tata, Jignesh M. Patel
2008 — conf
On common tools for databases - The case for a client-based index advisor.
ICDE Workshops
Sandeep Tata, Lin Qiao, Guy M. Lohman
2008 — conf
SQAK: doing more with keywords.
SIGMOD Conference
Sandeep Tata, Guy M. Lohman
2007 — —
Declarative Querying For Biological Sequences.
Sandeep Tata
2007 J jnl
Estimating the selectivity of
SIGMOD Rec.
Sandeep Tata, Jignesh M. Patel
2007 J jnl
Estimating the selectivity of
SIGMOD Rec.
Sandeep Tata, Jignesh M. Patel
2007 A* conf
Periscope/SQ: Interactive Exploration of Biological Sequence Databases.
VLDB
Sandeep Tata, Willis Lang, Jignesh M. Patel
2006 A* conf
Declarative Querying for Biological Sequences.
ICDE
Sandeep Tata, Jignesh M. Patel, James S. Friedman, Anand Swaroop
2005 J jnl
Practical methods for constructing suffix trees.
VLDB J.
Yuanyuan Tian, Sandeep Tata, Richard A. Hankins, Jignesh M. Patel
2004 A* conf
Practical Suffix Tree Construction.
VLDB
Sandeep Tata, Richard A. Hankins, Jignesh M. Patel
2003 B conf
PiQA: An Algebra for Querying Protein Data Sets.
SSDBM
Sandeep Tata, Jignesh M. Patel