Sandeep Tata

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 31

Top Topics

Neural Architecture

Document Understanding

Top Venues

Proc. VLDB Endow.

Publications

Jing Xie, James B. Wendt, Yichao Zhou, Seth Ebner, Sandeep Tata
FieldSwap: Data Augmentation for Effective Form-Like Document Extraction. ICDE (2024)
Eunjeong Hwang, Yichao Zhou, Beliz Gunel, James Bradley Wendt, Sandeep Tata
SUMIE: A Synthetic Benchmark for Incremental Entity Summarization. CoRR (2024)
Nirupan Ananthamurugan, Dat Duong, Philip George, Ankita Gupta, Sandeep Tata, Beliz Gunel
CASPR: Automated Evaluation Metric for Contrastive Summarization. CoRR (2024)
Ying Sheng, Sudeep Gandhe, Bhargav Kanagal, Nick Edmonds, Zachary Fisher, Sandeep Tata, Aarush Selvan
Measuring an LLM's Proficiency at using APIs: A Query Generation Strategy. KDD (2024)
Eunjeong Hwang, Yichao Zhou, James Bradley Wendt, Beliz Gunel, Nguyen Vo, Jing Xie, Sandeep Tata
Enhancing Incremental Summarization with Structured Representations. CoRR (2024)
Beliz Gunel, James B. Wendt, Jing Xie, Yichao Zhou, Nguyen Vo, Zachary Fisher, Sandeep Tata
STRUM-LLM: Attributed and Structured Contrastive Summarization. CoRR (2024)
Yichao Zhou, James B. Wendt, Navneet Potti, Jing Xie, Sandeep Tata
Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models. EMNLP (2023)
Beliz Gunel, Sandeep Tata, Marc Najork
STRUM: Extractive Aspect-Based Contrastive Summarization. WWW (Companion Volume) (2023)
Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata
VRDU: A Benchmark for Visually-rich Document Understanding. KDD (2023)
Ani Nenkova, Douglas Burdick, Benjamin Han, Dave Lewis, Sandeep Tata, Dan Tecuci
DI-2022: The Third Document Intelligence Workshop. KDD (2022)
Yichao Zhou, Ying Sheng, Nguyen Vo, Nick Edmonds, Sandeep Tata
Learning Transferable Node Representations for Attribute Extraction from Web Documents. WSDM (2022)
Yichao Zhou, James B. Wendt, Navneet Potti, Jing Xie, Sandeep Tata
Radically Lower Data-Labeling Costs for Visually Rich Document Extraction Models. CoRR (2022)
Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata
A Benchmark for Structured Extractions from Complex Documents. CoRR (2022)
Jing Xie, James B. Wendt, Yichao Zhou, Seth Ebner, Sandeep Tata
An Augmentation Strategy for Visually Rich Documents. CoRR (2022)
Beliz Gunel, Navneet Potti, Sandeep Tata, James B. Wendt, Marc Najork, Jing Xie
Data-Efficient Information Extraction from Form-Like Documents. CoRR (2022)
Sandeep Tata, Navneet Potti, James B. Wendt, Lauro Beltrão Costa, Marc Najork, Beliz Gunel
Glean: Structured Extractions from Templatic Documents. Proc. VLDB Endow. 14 (6) (2021)
Yichao Zhou, Ying Sheng, Nguyen Vo, Nick Edmonds, Sandeep Tata
Simplified DOM Trees for Transferable Attribute Extraction from the Web. CoRR (2021)
Benjamin Han, Douglas Burdick, Dave Lewis, Yijuan Lu, Hamid Motahari, Sandeep Tata
DI-2021: The Second Document Intelligence Workshop. KDD (2021)
Bill Yuchen Lin, Ying Sheng, Nguyen Vo, Sandeep Tata
FreeDOM: A Transferable Neural Architecture for Structured Information Extraction on Web Documents. CoRR (2020)
Ying Sheng, Nguyen Vo, James B. Wendt, Sandeep Tata, Marc Najork
Migrating a Privacy-Safe Information Extraction System to a Software 2.0 Design. CIDR (2020)
Bodhisattwa Prasad Majumder, Navneet Potti, Sandeep Tata, James Bradley Wendt, Qi Zhao, Marc Najork
Representation Learning for Information Extraction from Form-like Documents. ACL (2020)
Suming J. Chen, Zhen Qin, Zac Wilson, Brian Calaci, Michael Rose, Ryan Evans, Sean Abraham, Donald Metzler, Sandeep Tata, Mike Colagrosso
Improving Recommendation Quality in Google Drive. KDD (2020)
Bill Yuchen Lin, Ying Sheng, Nguyen Vo, Sandeep Tata
FreeDOM: A Transferable Neural Architecture for Structured Information Extraction on Web Documents. KDD (2020)
Abbas Kazerouni, Qi Zhao, Jing Xie, Sandeep Tata, Marc Najork
Active Learning for Skewed Data Sets. CoRR (2020)
Sandeep Tata, Vlad Panait, Suming J. Chen, Mike Colagrosso
ItemSuggest: A Data Management Platform for Machine Learned Ranking Services. CIDR (2019)
Michael J. Whittaker, Nick Edmonds, Sandeep Tata, James B. Wendt, Marc Najork
Online Template Induction for Machine-Generated Emails. Proc. VLDB Endow. 12 (11) (2019)
Furkan Kocayusufoglu, Ying Sheng, Nguyen Vo, James B. Wendt, Qi Zhao, Sandeep Tata, Marc Najork
RiSER: Learning Better Representations for Richly Structured Emails. WWW (2019)
Bhargav Kanagal, Sandeep Tata
Recommendations for All: Solving Thousands of Recommendation Problems Daily. ICDE (2018)
Ying Sheng, Sandeep Tata, James B. Wendt, Jing Xie, Qi Zhao, Marc Najork
Anatomy of a Privacy-Safe Large-Scale Information Extraction System Over Email. KDD (2018)
Navneet Potti, James B. Wendt, Qi Zhao, Sandeep Tata, Marc Najork
Hidden in Plain Sight: Classifying Emails Using Embedded Image Contents. WWW (2018)
Sandeep Tata, Alexandrin Popescul, Marc Najork, Mike Colagrosso, Julian Gibbons, Alan Green, Alexandre Mah, Michael Smith, Divanshu Garg, Cayden Meyer, Reuben Kan
Quick Access: Building a Smart Experience for Google Drive. KDD (2017)
Wei Tan, Sandeep Tata, Yuzhe Richard Tang, Liana L. Fong
Diff-Index: Differentiated Index in Distributed Log-Structured Data Stores. EDBT (2014)
Liana L. Fong, Yuqing Gao, Xavier Guerin, Yonggang Liu, T. Salo, Seetharami Seelam, Wei Tan, Sandeep Tata
Toward a scale-out data-management middleware for low-latency enterprise computing. IBM J. Res. Dev. 57 (3/4) (2013)
Boduo Li, Sandeep Tata, Yannis Sismanis
Sparkler: supporting large-scale matrix factorization. EDBT (2013)
Hailiang Huang, Sandeep Tata, Robert J. Prill
BlueSNP: R package for highly scalable genome-wide association studies using Hadoop clusters. Bioinform. 29 (1) (2013)
Andrey Balmin, Kevin S. Beyer, Vuk Ercegovac, John McPherson, Fatma Özcan, Hamid Pirahesh, Eugene J. Shekita, Yannis Sismanis, Sandeep Tata, Yuanyuan Tian
A platform for eXtreme Analytics. IBM J. Res. Dev. 57 (3/4) (2013)
Tim Kaldewey, Eugene J. Shekita, Sandeep Tata
Clydesdale: structured data processing on MapReduce. EDBT (2012)
Andrey Balmin, Tim Kaldewey, Sandeep Tata
Clydesdale: structured data processing on hadoop. SIGMOD Conference (2012)
Avrilia Floratou, Jignesh M. Patel, Eugene J. Shekita, Sandeep Tata
Column-Oriented Storage Techniques for MapReduce. Proc. VLDB Endow. 4 (7) (2011)
Avrilia Floratou, Sandeep Tata, Jignesh M. Patel
Efficient and Accurate Discovery of Patterns in Sequence Data Sets. IEEE Trans. Knowl. Data Eng. 23 (8) (2011)
Avrilia Floratou, Jignesh M. Patel, Eugene J. Shekita, Sandeep Tata
Column-Oriented Storage Techniques for MapReduce CoRR (2011)
Jun Rao, Eugene J. Shekita, Sandeep Tata
Using Paxos to Build a Scalable, Consistent, and Highly Available Datastore CoRR (2011)
Jun Rao, Eugene J. Shekita, Sandeep Tata
Using Paxos to Build a Scalable, Consistent, and Highly Available Datastore. Proc. VLDB Endow. 4 (4) (2011)
Avrilia Floratou, Sandeep Tata, Jignesh M. Patel
Efficient and accurate discovery of patterns in sequence datasets. ICDE (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)
Ning Li, Jun Rao, Eugene J. Shekita, Sandeep Tata
Leveraging a scalable row store to build a distributed text index. CloudDB@CIKM (2009)
Sandeep Tata, Guy M. Lohman
SQAK: doing more with keywords. SIGMOD Conference (2008)
Sandeep Tata, Jignesh M. Patel
FLAME: Shedding Light on Hidden Frequent Patterns in Sequence Datasets. ICDE (2008)
Sandeep Tata, Lin Qiao, Guy M. Lohman
On common tools for databases - The case for a client-based index advisor. ICDE Workshops (2008)
Sandeep Tata, Jignesh M. Patel
based cosine similarity predicates. SIGMOD Rec. 36 (4) (2007)
Sandeep Tata, Jignesh M. Patel
based cosine similarity predicates. SIGMOD Rec. 36 (2) (2007)
Sandeep Tata, Willis Lang, Jignesh M. Patel
Periscope/SQ: Interactive Exploration of Biological Sequence Databases. VLDB (2007)
Sandeep Tata, Jignesh M. Patel, James S. Friedman, Anand Swaroop
Declarative Querying for Biological Sequences. ICDE (2006)
Yuanyuan Tian, Sandeep Tata, Richard A. Hankins, Jignesh M. Patel
Practical methods for constructing suffix trees. VLDB J. 14 (3) (2005)
Sandeep Tata, Richard A. Hankins, Jignesh M. Patel
Practical Suffix Tree Construction. VLDB (2004)
Sandeep Tata, Jignesh M. Patel
PiQA: An Algebra for Querying Protein Data Sets. SSDBM (2003)