Sourav Dutta

Most-cited papers

Enriching Taxonomies With Functional Domain Knowledge
Nikhita Vedula, Patrick K. Nicholson, Deepak Ajwani, Sourav Dutta +2 more
2018Annual International ACM SIGIR Conference on Research and Development in Information Retrieval47 citations Open access
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Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge Enrichment
Sourav Dutta, G. Weikum
2015Transactions of the Association for Computational Linguistics42 citations Open access
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Neighbor-Aware Search for Approximate Labeled Graph Matching using the Chi-Square Statistics
Sourav Dutta, Pratik Nayek, Arnab Bhattacharya
2017The Web Conference36 citations Open access
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Streaming Quotient Filter: A Near Optimal Approximate Duplicate Detection Approach for Data Streams
Sourav Dutta, A. Narang, Suman Kalyan Bera
2013Proceedings of the VLDB Endowment36 citations
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Fine-grained Search Space Classification for Hard Enumeration Variants of Subset Problems
Juho Lauri, Sourav Dutta
2019AAAI Conference on Artificial Intelligence30 citations Open access
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Learning fine-grained search space pruning and heuristics for combinatorial optimization
Juho Lauri, Sourav Dutta, Marco Grassia, Deepak Ajwani
2020Journal of Heuristics29 citations Open access
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Cross-lingual Sentence Embedding using Multi-Task Learning
Koustava Goswami, Sourav Dutta, Haytham Assem, Theodorus Fransen +1 more
2021Conference on Empirical Methods in Natural Language Processing27 citations Open access
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KOGNAC: Efficient Encoding of Large Knowledge Graphs
Jacopo Urbani, Sourav Dutta, Sairam Gurajada, G. Weikum
2016International Joint Conference on Artificial Intelligence22 citations
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Reduced Order Modeling Using Advection-Aware Autoencoders
Sourav Dutta, P. Rivera-Casillas, Brent Styles, M. Farthing
2022Mathematical and Computational Applications20 citations Open access
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Credible Review Detection with Limited Information Using Consistency Features
Subhabrata Mukherjee, Sourav Dutta, G. Weikum
2016ECML/PKDD20 citations
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C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking
Sourav Dutta, G. Weikum
2015Conference on Empirical Methods in Natural Language Processing17 citations Open access
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Learning Multi-Stage Sparsification for Maximum Clique Enumeration
Marco Grassia, Juho Lauri, Sourav Dutta, Deepak Ajwani
2019arXiv.org16 citations
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Towards "intelligent compression" in streams: a biased reservoir sampling based Bloom filter approach
Sourav Dutta, Souvik Bhattacherjee, A. Narang
2011International Conference on Extending Database Technology15 citations
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pyNIROM - A suite of python modules for non-intrusive reduced order modeling of time-dependent problems
Sourav Dutta, P. Rivera-Casillas, Orie M. Cecil, M. Farthing
2021Softw. Impacts10 citations Open access
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Most Significant Substring Mining Based on Chi-square Measure
Sourav Dutta, Arnab Bhattacharya
2010Pacific-Asia Conference on Knowledge Discovery and Data Mining10 citations
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Qasar: Self-Supervised Learning Framework for Extractive Question Answering
Haytham Assem, Rajdeep Sarkar, Sourav Dutta
20212021 IEEE International Conference on Big Data (Big Data)9 citations
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ChiSeL: Graph Similarity Search using Chi-Squared Statistics in Large Probabilistic Graphs
Shubhangi Agarwal, Sourav Dutta, A. Bhattacharya
2020Proceedings of the VLDB Endowment9 citations
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Advanced Bloom Filter Based Algorithms for Efficient Approximate Data De-Duplication in Streams
Suman Kalyan Bera, Sourav Dutta, A. Narang, Souvik Bhattacherjee
2012arXiv.org9 citations
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Automated assessment of knowledge hierarchy evolution: comparing directed acyclic graphs
Guruprasad Nayak, Sourav Dutta, Deepak Ajwani, Patrick K. Nicholson +1 more
2018Information Retrieval Journal8 citations Open access
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Caching Stars in the Sky: A Semantic Caching Approach to Accelerate Skyline Queries
Arnab Bhattacharya, B. Teja, Sourav Dutta
2011International Conference on Database and Expert Systems Applications7 citations Open access
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Deep Neural Compression Via Concurrent Pruning and Self-Distillation
J. Ó. Neill, Sourav Dutta, Haytham Assem
2021arXiv.org6 citations
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Predictive Caching Framework for Mobile Wireless Networks
Sourav Dutta, A. Narang, Souvik Bhattacherjee, A. Das +1 more
20152015 16th IEEE International Conference on Mobile Data Management6 citations
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Mining Statistically Significant Substrings Based on the Chi-Square Measure
Sourav Dutta, Arnab Bhattacharya
2010arXiv.org6 citations Open access
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Efficient Multi-Lingual Sentence Classification Framework with Sentence Meta Encoders
Raj Nath Patel, Edward Burgin, Haytham Assem, Sourav Dutta
20212021 IEEE International Conference on Big Data (Big Data)5 citations
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Perfectly Balanced Allocation With Estimated Average Using Approximately Constant Retries
Sourav Dutta, Souvik Bhattacherjee, A. Narang
2011arXiv.org5 citations
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SLA-Aware Protocol Design for Energy-Efficient OLT Transmitter in TWDM-EPON
Sourav Dutta, Dibbendu Roy, G. Das
2021IEEE Transactions on Green Communications and Networking4 citations
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Towards Quantifying the Distance between Opinions
Saket Gurukar, Deepak Ajwani, Sourav Dutta, Juho Lauri +2 more
2020International Conference on Web and Social Media4 citations Open access
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MIST: Top-k Approximate Sub-string Mining Using Triplet Statistical Significance
Sourav Dutta
2015European Conference on Information Retrieval4 citations
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Execution Time Estimation of Multithreaded Programs With Critical Sections
D. Kagaris, Sourav Dutta, Stijn Eyerman
2022IEEE Transactions on Parallel and Distributed Systems3 citations
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Mufin: Enriching Semantic Understanding of Sentence Embedding using Dual Tune Framework
Koustava Goswami, Sourav Dutta, Haytham Assem
20212021 IEEE International Conference on Big Data (Big Data)3 citations
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DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval
Haytham Assem, Sourav Dutta, Edward Burgin
2021SIGDIAL Conferences3 citations Open access
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RADAR: Fast Approximate Reverse Rank Queries
Sourav Dutta
2020Intelligent Systems with Applications3 citations
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Finding a Maximum Clique in Dense Graphs via χ2 Statistics
Sourav Dutta, Juho Lauri
2019International Conference on Information and Knowledge Management3 citations
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Sequence-to-Sequence Learning on Keywords for Efficient FAQ Retrieval
Sourav Dutta, Haytham Assem, Edward Burgin
2021arXiv.org2 citations
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Top-k User-Based Collaborative Recommendation System Using MapReduce
Sheheeda Manakkadu, Srijan Prasad Joshi, Tom Halverson, Sourav Dutta
20212021 IEEE International Conference on Big Data (Big Data)2 citations
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"Alignment is All You Need": Analyzing Cross-Lingual Document Similarity for Domain-Specific Applications
Sourav Dutta
2021CLEOPATRA@WWW2 citations
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VerSaChI: Finding Statistically Significant Subgraph Matches using Chebyshev's Inequality
Shubhangi Agarwal, Sourav Dutta, Arnab Bhattacharya
2021International Conference on Information and Knowledge Management2 citations Open access
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Unsupervised Word Translation Pairing using Refinement based Point Set Registration
Silviu Vlad Oprea, Sourav Dutta, Haytham Assem
2020arXiv.org2 citations
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Credible Review Detection with Limited Information using Consistency Analysis
Subhabrata Mukherjee, Sourav Dutta, G. Weikum
2017arXiv.org2 citations
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Mining Wireless Intelligence using Unsupervised Edge and Core Analytics
Sourav Dutta, Souvik Bhattacherjee, A. Narang
20142 citations
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RSVP: Beyond Weisfeiler Lehman Graph Isomorphism Test
Sourav Dutta, Arnab Bhattacharya
2024arXiv.org1 citations
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Generalized linear models study on T90-T50 relation of GRBs
Sourav Dutta, Sunanda, R. Moharana, Manish Kumar
2023Monthly notices of the Royal Astronomical Society1 citations Open access
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INSTRUCT - Space-Efficient Structure for Indexing and Complete Query Management of String Databases
Sourav Dutta, Arnab Bhattacharya
2012International Conference on Management of Data1 citations
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Multidimensional Balanced Allocation for Multiple Choice&(1 + Beta) Processes
A. Narang, Sourav Dutta, Souvik Bhattacherjee
20111 citations
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Perfectly Balanced Allocation With Estimated Average Using Expected Constant Retries
Sourav Dutta, Souvik Bhattacherjee, A. Narang
20111 citations
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LARK: Integrating LLM-Based KG Construction and RAG for Financial Question Answering
Edward Burgin, Sourav Dutta, Mingxue Wang
2025PKDD/ECML Workshops0 citations
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ChiSeL
Shubhangi Agarwal, Sourav Dutta, Arnab Bhattacharya
2020Proceedings of the VLDB Endowment0 citations
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Automated Knowledge Hierarchy Assessment
Guruprasad Nayak, Sourav Dutta, Deepak Ajwani, Patrick K. Nicholson +1 more
2018ProfS/KG4IR/Data:Search@SIGIR0 citations
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Efficient Auto-Generation of Taxonomies for Structured Knowledge Discovery and Organization
Deepak Ajwani, Sourav Dutta, Patrick K. Nicholson, L. Aiello +1 more
2018ACM Conference on Hypertext & Social Media0 citations
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ANNOTATE: orgANizing uNstructured cOntenTs viA Topic labEls
Deepak Ajwani, Bilyana Taneva, Sourav Dutta, Patrick K. Nicholson +2 more
20182018 IEEE International Conference on Big Data (Big Data)0 citations Open access
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