INSTRUCT - Space-Efficient Structure for Indexing and Complete Query Management of String Databases. - Sourav Dutta 001; Arnab Bhattacharya 001 (COMAD, 2010)

Most Significant Substring Mining Based on Chi-square Measure. - Sourav Dutta 001; Arnab Bhattacharya 001 (PAKDD (1), 2010)

Mining Statistically Significant Substrings Based on the Chi-Square Measure - Sourav Dutta 001; Arnab Bhattacharya 001 (CoRR, 2010)

Caching Stars in the Sky: A Semantic Caching Approach to Accelerate Skyline Queries. - Arnab Bhattacharya 001; B. Palvali Teja; Sourav Dutta 001 (DEXA (2), 2011)

Multidimensional Balanced Allocation for Multiple Choice & (1 + Beta) Processes - Ankur Narang; Sourav Dutta 001; Souvik Bhattacherjee (CoRR, 2011)

Perfectly Balanced Allocation With Estimated Average Using Approximately Constant Retries - Sourav Dutta 001; Souvik Bhattacherjee; Ankur Narang (CoRR, 2011)

SmartScale: Automatic Application Scaling in Enterprise Clouds. - Sourav Dutta 001; Sankalp Gera; Akshat Verma; Balaji Viswanathan (IEEE CLOUD, 2012)

Towards "intelligent compression" in streams: a biased reservoir sampling based Bloom filter approach. - Sourav Dutta 001; Souvik Bhattacherjee; Ankur Narang (EDBT, 2012)

CloudMap: Workload-aware placement in private heterogeneous clouds. - Balaji Viswanathan; Akshat Verma; Sourav Dutta 001 (NOMS, 2012)

Advanced Bloom Filter Based Algorithms for Efficient Approximate Data De-Duplication in Streams - Suman K. Bera 001; Sourav Dutta 001; Ankur Narang; Souvik Bhattacherjee (CoRR, 2012)

Streaming Quotient Filter: A Near Optimal Approximate Duplicate Detection Approach for Data Streams. - Sourav Dutta 001; Ankur Narang; Suman K. Bera 001 (Proc. VLDB Endow., 2013)

MIST: Top-k Approximate Sub-string Mining Using Triplet Statistical Significance. - Sourav Dutta 001 (ECIR, 2015)

C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking. - Sourav Dutta 001; Gerhard Weikum (EMNLP, 2015)

Predictive Caching Framework for Mobile Wireless Networks. - Sourav Dutta 001; Ankur Narang; Souvik Bhattacherjee; Ananda Swarup Das; Dilip Krishnaswamy (MDM (1), 2015)

Unsupervised Rank Aggregation using Hierarchical User Similarity Clustering. - Sourav Dutta 001 (SCAI, 2015)

Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge Enrichment. - Sourav Dutta 001; Gerhard Weikum (Trans. Assoc. Comput. Linguistics, 2015)

KOGNAC: Efficient Encoding of Large Knowledge Graphs. - Jacopo Urbani; Sourav Dutta 001; Sairam Gurajada; Gerhard Weikum (IJCAI, 2016)

Credible Review Detection with Limited Information Using Consistency Features. - Subhabrata Mukherjee; Sourav Dutta 001; Gerhard Weikum (ECML/PKDD (2), 2016)

Neighbor-Aware Search for Approximate Labeled Graph Matching using the Chi-Square Statistics. - Sourav Dutta 001; Pratik Nayek; Arnab Bhattacharya 001 (WWW, 2017)

Credible Review Detection with Limited Information using Consistency Analysis. - Subhabrata Mukherjee; Sourav Dutta 001; Gerhard Weikum (CoRR, 2017)

Efficient knowledge management for named entities from text. - Sourav Dutta 001 (2017)

ANNOTATE: orgANizing uNstructured cOntenTs viA Topic labEls. - Deepak Ajwani; Bilyana Taneva; Sourav Dutta 001; Patrick K. Nicholson; Ghasem Heyrani-Nobari; Alessandra Sala (IEEE BigData, 2018)

Efficient Auto-Generation of Taxonomies for Structured Knowledge Discovery and Organization. - Deepak Ajwani; Sourav Dutta 001; Patrick K. Nicholson; Luca Maria Aiello; Alessandra Sala (HT, 2018)

Automated Knowledge Hierarchy Assessment. - Guruprasad Nayak; Sourav Dutta 001; Deepak Ajwani; Patrick K. Nicholson; Alessandra Sala (ProfS/KG4IR/Data:Search@SIGIR, 2018)

Enriching Taxonomies With Functional Domain Knowledge. - Nikhita Vedula; Patrick K. Nicholson; Deepak Ajwani; Sourav Dutta 001; Alessandra Sala; Srinivasan Parthasarathy 001 (SIGIR, 2018)

Fine-Grained Search Space Classification for Hard Enumeration Variants of Subset Problems. - Juho Lauri; Sourav Dutta 001 (AAAI, 2019)

A System for Analysis and Remediation of Attrition. - Neil Brockett; Catriona Clarke; Michele Berlingerio; Sourav Dutta 001 (IEEE BigData, 2019)

Finding a Maximum Clique in Dense Graphs via χ2 Statistics. - Sourav Dutta 001; Juho Lauri (CIKM, 2019)

Learning Multi-Stage Sparsification for Maximum Clique Enumeration. - Marco Grassia; Juho Lauri; Sourav Dutta 001; Deepak Ajwani (CoRR, 2019)

Automated assessment of knowledge hierarchy evolution: comparing directed acyclic graphs. - Guruprasad Nayak; Sourav Dutta 001; Deepak Ajwani; Patrick K. Nicholson; Alessandra Sala (Inf. Retr. J., 2019)

Towards Quantifying the Distance between Opinions. - Saket Gurukar; Deepak Ajwani; Sourav Dutta 001; Juho Lauri; Srinivasan Parthasarathy 001; Alessandra Sala (ICWSM, 2020)

RADAR: Fast Approximate Reverse Rank Queries. - Sourav Dutta 001 (IntelliSys (3), 2020)

Unsupervised Word Translation Pairing using Refinement based Point Set Registration. - Silviu Oprea; Sourav Dutta 001; Haytham Assem (CoRR, 2020)

ChiSeL: Graph Similarity Search using Chi-Squared Statistics in Large Probabilistic Graphs. - Shubhangi Agarwal 001; Sourav Dutta 001; Arnab Bhattacharya 001 (Proc. VLDB Endow., 2020)

Qasar: Self-Supervised Learning Framework for Extractive Question Answering. - Haytham Assem; Rajdeep Sarkar; Sourav Dutta 001 (IEEE BigData, 2021)

Mufin: Enriching Semantic Understanding of Sentence Embedding using Dual Tune Framework. - Koustava Goswami; Sourav Dutta 001; Haytham Assem (IEEE BigData, 2021)

Efficient Multi-Lingual Sentence Classification Framework with Sentence Meta Encoders. - Raj Nath Patel; Edward Burgin; Haytham Assem; Sourav Dutta 001 (IEEE BigData, 2021)

VerSaChI: Finding Statistically Significant Subgraph Matches using Chebyshev's Inequality. - Shubhangi Agarwal 001; Sourav Dutta 001; Arnab Bhattacharya 001 (CIKM, 2021)

Cross-lingual Sentence Embedding using Multi-Task Learning. - Koustava Goswami; Sourav Dutta 001; Haytham Assem; Theodorus Fransen; John P. McCrae (EMNLP (1), 2021)

DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval. - Haytham Assem; Sourav Dutta 001; Edward Burgin (SIGDIAL, 2021)

Sequence-to-Sequence Learning on Keywords for Efficient FAQ Retrieval. - Sourav Dutta 001; Haytham Assem; Edward Burgin (CoRR, 2021)

Deep Neural Compression Via Concurrent Pruning and Self-Distillation. - James O'Neill; Sourav Dutta 001; Haytham Assem (CoRR, 2021)

Aligned Weight Regularizers for Pruning Pretrained Neural Networks. - James O'Neill; Sourav Dutta 001; Haytham Assem (ACL (Findings), 2022)

Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment. - Silviu Vlad Oprea; Sourav Dutta 001; Haytham Assem (COLING, 2022)

Enhanced Sentence Meta-Embeddings for Textual Understanding. - Sourav Dutta 001; Haytham Assem (ECIR (2), 2022)

AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis. - Sabyasachi Kamila; Walid Magdy; Sourav Dutta 001; MingXue Wang (EMNLP, 2022)

Semantic Aware Answer Sentence Selection Using Self-Learning Based Domain Adaptation. - Rajdeep Sarkar; Sourav Dutta 001; Haytham Assem; Mihael Arcan; John P. McCrae (KDD, 2022)

Cage: A Hybrid Framework for Closed-Domain Conversational Agents. - Edward Burgin; Sourav Dutta 001; Haytham Assem; Raj Nath Patel (ECML/PKDD (6), 2022)

Self-distilled Pruning of Deep Neural Networks. - James O'Neill; Sourav Dutta 001; Haytham Assem (ECML/PKDD (2), 2022)

Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models. - James O'Neill; Sourav Dutta 001 (ACL (2), 2023)

AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification. - Yongxin Huang; Kexin Wang; Sourav Dutta 001; Raj Nath Patel; Goran Glavas; Iryna Gurevych (EMNLP, 2023)

Gradient Sparsification For Masked Fine-Tuning of Transformers. - James O'Neill; Sourav Dutta 001 (IJCNN, 2023)

Attending to Entity Class Attributes for Named Entity Recognition with Few-Shot Learning. - Raj Nath Patel; Sourav Dutta 001; Haytham Assem (IntelliSys (3), 2023)

Improved Vector Quantization For Dense Retrieval with Contrastive Distillation. - James O'Neill; Sourav Dutta 001 (SIGIR, 2023)

Learning fine-grained search space pruning and heuristics for combinatorial optimization. - Juho Lauri; Sourav Dutta 001; Marco Grassia; Deepak Ajwani (J. Heuristics, 2023)

Intent Classification by the Use of Automatically Generated Knowledge Graphs. - Mihael Arcan; Sampritha H. Manjunath; Cécile Robin; Ghanshyam Verma; Devishree Pillai; Simon Sarkar; Sourav Dutta 001; Haytham Assem; John P. McCrae; Paul Buitelaar (Inf., 2023)

Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification. - Hossam M. Zawbaa; Wael Rashwan; Sourav Dutta 001; Haytham Assem (LREC/COLING, 2024)

VeNoM: Approximate Subgraph Matching with Enhanced Neighbourhood Structural Information. - Shubhangi Agarwal 001; Sourav Dutta 001; Arnab Bhattacharya 001 (COMAD/CODS, 2024)

BRECS: Enhanced Binary Representation of Word Embeddings via Cosine Similarity. - Rajdeep Sarkar; Sourav Dutta 001; John P. McCrae (ECAI, 2024)

RSVP: Beyond Weisfeiler Lehman Graph Isomorphism Test. - Sourav Dutta 001; Arnab Bhattacharya 001 (CoRR, 2024)