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ORCIDSourav Dutta 0001
Person information
- affiliation: Huawei Research Centre, Dublin, Ireland
- affiliation (former): Nokia Bell Labs, Blanchardstown, Ireland
- affiliation (former): Max Planck Institute for Informatics, Saarbücken, Germany
Other persons with the same name
- Sourav Dutta — disambiguation page
- Sourav Dutta 0002
![[0000-0001-9770-3818]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-9770-3818")
— Indian Institute of Technology Kharagpur, Department of Electronics and Electrical Communication Engineering, India
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2020 – today
- 2024
[c42]Hossam M. Zawbaa, Wael Rashwan, Sourav Dutta, Haytham Assem:
Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification. LREC/COLING 2024: 8708-8718- [c41]Shubhangi Agarwal, Sourav Dutta, Arnab Bhattacharya:
VeNoM: Approximate Subgraph Matching with Enhanced Neighbourhood Structural Information. COMAD/CODS 2024: 18-26 - [c40]Rajdeep Sarkar, Sourav Dutta, John P. McCrae:
BRECS: Enhanced Binary Representation of Word Embeddings via Cosine Similarity. ECAI 2024: 3995-4002 - [i24]Hossam M. Zawbaa, Wael Rashwan, Sourav Dutta, Haytham Assem:
Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification. CoRR abs/2405.19967 (2024) - [i23]Sourav Dutta, Arnab Bhattacharya:
RSVP: Beyond Weisfeiler Lehman Graph Isomorphism Test. CoRR abs/2409.20157 (2024) - 2023
- [j6]Juho Lauri, Sourav Dutta, Marco Grassia, Deepak Ajwani:
Learning fine-grained search space pruning and heuristics for combinatorial optimization. J. Heuristics 29(2-3): 313-347 (2023) - [j5]Mihael Arcan, Sampritha H. Manjunath, Cécile Robin, Ghanshyam Verma, Devishree Pillai, Simon Sarkar, Sourav Dutta, Haytham Assem, John P. McCrae, Paul Buitelaar:
Intent Classification by the Use of Automatically Generated Knowledge Graphs. Inf. 14(5): 288 (2023) - [c39]James O'Neill, Sourav Dutta:
Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models. ACL (2) 2023: 1329-1339 - [c38]Yongxin Huang, Kexin Wang, Sourav Dutta, Raj Nath Patel, Goran Glavas, Iryna Gurevych:
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification. EMNLP 2023: 3420-3434 - [c37]James O'Neill, Sourav Dutta:
Gradient Sparsification For Masked Fine-Tuning of Transformers. IJCNN 2023: 1-8 - [c36]James O'Neill, Sourav Dutta:
Improved Vector Quantization For Dense Retrieval with Contrastive Distillation. SIGIR 2023: 2072-2076 - [i22]James O'Neill, Sourav Dutta:
Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models. CoRR abs/2307.05972 (2023) - [i21]James O'Neill, Sourav Dutta:
Gradient Sparsification For Masked Fine-Tuning of Transformers. CoRR abs/2307.10098 (2023) - [i20]Yongxin Huang, Kexin Wang, Sourav Dutta, Raj Nath Patel, Goran Glavas, Iryna Gurevych:
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification. CoRR abs/2311.00408 (2023) - 2022
- [c35]James O'Neill, Sourav Dutta, Haytham Assem:
Aligned Weight Regularizers for Pruning Pretrained Neural Networks. ACL (Findings) 2022: 3391-3401 - [c34]Silviu Vlad Oprea, Sourav Dutta, Haytham Assem:
Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment. COLING 2022: 1089-1097 - [c33]Sourav Dutta, Haytham Assem:
Enhanced Sentence Meta-Embeddings for Textual Understanding. ECIR (2) 2022: 111-119 - [c32]Sabyasachi Kamila, Walid Magdy, Sourav Dutta, MingXue Wang:
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis. EMNLP 2022: 6136-6147 - [c31]Rajdeep Sarkar, Sourav Dutta, Haytham Assem, Mihael Arcan, John P. McCrae:
Semantic Aware Answer Sentence Selection Using Self-Learning Based Domain Adaptation. KDD 2022: 3849-3857 - [c30]Edward Burgin, Sourav Dutta, Haytham Assem, Raj Nath Patel:
Cage: A Hybrid Framework for Closed-Domain Conversational Agents. ECML/PKDD (6) 2022: 636-640 - [c29]James O'Neill, Sourav Dutta, Haytham Assem:
Self-distilled Pruning of Deep Neural Networks. ECML/PKDD (2) 2022: 655-670 - [i19]James O'Neill, Sourav Dutta, Haytham Assem:
Aligned Weight Regularizers for Pruning Pretrained Neural Networks. CoRR abs/2204.01385 (2022) - [i18]Sabyasachi Kamila, Walid Magdy, Sourav Dutta, MingXue Wang:
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis. CoRR abs/2211.03837 (2022) - 2021
- [c28]Haytham Assem, Rajdeep Sarkar, Sourav Dutta:
Qasar: Self-Supervised Learning Framework for Extractive Question Answering. IEEE BigData 2021: 1797-1808 - [c27]Raj Nath Patel, Edward Burgin, Haytham Assem, Sourav Dutta:
Efficient Multi-Lingual Sentence Classification Framework with Sentence Meta Encoders. IEEE BigData 2021: 1889-1899 - [c26]Koustava Goswami, Sourav Dutta, Haytham Assem:
Mufin: Enriching Semantic Understanding of Sentence Embedding using Dual Tune Framework. IEEE BigData 2021: 2034-2039 - [c25]Shubhangi Agarwal, Sourav Dutta, Arnab Bhattacharya:
VerSaChI: Finding Statistically Significant Subgraph Matches using Chebyshev's Inequality. CIKM 2021: 2812-2816 - [c24]Koustava Goswami, Sourav Dutta, Haytham Assem, Theodorus Fransen, John P. McCrae:
Cross-lingual Sentence Embedding using Multi-Task Learning. EMNLP (1) 2021: 9099-9113 - [c23]Haytham Assem, Sourav Dutta, Edward Burgin:
DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval. SIGDIAL 2021: 423-430 - [i17]Shubhangi Agarwal, Sourav Dutta, Arnab Bhattacharya:
VerSaChI: Finding Statistically Significant Subgraph Matches using Chebyshev's Inequality. CoRR abs/2108.07996 (2021) - [i16]Sourav Dutta, Haytham Assem, Edward Burgin:
Sequence-to-Sequence Learning on Keywords for Efficient FAQ Retrieval. CoRR abs/2108.10019 (2021) - [i15]James O'Neill, Sourav Dutta, Haytham Assem:
Deep Neural Compression Via Concurrent Pruning and Self-Distillation. CoRR abs/2109.15014 (2021) - 2020
- [j4]Shubhangi Agarwal, Sourav Dutta, Arnab Bhattacharya:
ChiSeL: Graph Similarity Search using Chi-Squared Statistics in Large Probabilistic Graphs. Proc. VLDB Endow. 13(10): 1654-1668 (2020) - [c22]Saket Gurukar, Deepak Ajwani, Sourav Dutta, Juho Lauri, Srinivasan Parthasarathy, Alessandra Sala:
Towards Quantifying the Distance between Opinions. ICWSM 2020: 229-239 - [c21]Sourav Dutta:
RADAR: Fast Approximate Reverse Rank Queries. IntelliSys (3) 2020: 748-757 - [i14]Juho Lauri, Sourav Dutta, Marco Grassia, Deepak Ajwani:
Learning fine-grained search space pruning and heuristics for combinatorial optimization. CoRR abs/2001.01230 (2020) - [i13]Saket Gurukar, Deepak Ajwani, Sourav Dutta, Juho Lauri, Srinivasan Parthasarathy, Alessandra Sala:
Towards Quantifying the Distance between Opinions. CoRR abs/2001.09879 (2020) - [i12]Silviu Oprea, Sourav Dutta, Haytham Assem:
Unsupervised Word Translation Pairing using Refinement based Point Set Registration. CoRR abs/2011.13200 (2020)
2010 – 2019
- 2019
- [j3]Guruprasad Nayak, Sourav Dutta, Deepak Ajwani, Patrick K. Nicholson, Alessandra Sala:
Automated assessment of knowledge hierarchy evolution: comparing directed acyclic graphs. Inf. Retr. J. 22(3-4): 256-284 (2019) - [c20]Juho Lauri, Sourav Dutta:
Fine-Grained Search Space Classification for Hard Enumeration Variants of Subset Problems. AAAI 2019: 2314-2321 - [c19]Neil Brockett, Catriona Clarke, Michele Berlingerio, Sourav Dutta:
A System for Analysis and Remediation of Attrition. IEEE BigData 2019: 2016-2019 - [c18]Sourav Dutta, Juho Lauri:
Finding a Maximum Clique in Dense Graphs via χ2 Statistics. CIKM 2019: 2421-2424 - [i11]Juho Lauri, Sourav Dutta:
Fine-grained Search Space Classification for Hard Enumeration Variants of Subset Problems. CoRR abs/1902.08455 (2019) - [i10]Marco Grassia, Juho Lauri, Sourav Dutta, Deepak Ajwani:
Learning Multi-Stage Sparsification for Maximum Clique Enumeration. CoRR abs/1910.00517 (2019) - 2018
- [c17]Deepak Ajwani, Bilyana Taneva, Sourav Dutta, Patrick K. Nicholson, Ghasem Heyrani-Nobari, Alessandra Sala:
ANNOTATE: orgANizing uNstructured cOntenTs viA Topic labEls. IEEE BigData 2018: 1699-1708 - [c16]Deepak Ajwani, Sourav Dutta, Patrick K. Nicholson, Luca Maria Aiello, Alessandra Sala:
Efficient Auto-Generation of Taxonomies for Structured Knowledge Discovery and Organization. HT 2018: 251-252 - [c15]Guruprasad Nayak, Sourav Dutta, Deepak Ajwani, Patrick K. Nicholson, Alessandra Sala:
Automated Knowledge Hierarchy Assessment. ProfS/KG4IR/Data:Search@SIGIR 2018: 59-60 - [c14]Nikhita Vedula, Patrick K. Nicholson, Deepak Ajwani, Sourav Dutta, Alessandra Sala, Srinivasan Parthasarathy:
Enriching Taxonomies With Functional Domain Knowledge. SIGIR 2018: 745-754 - 2017
- [b1]Sourav Dutta:
Efficient knowledge management for named entities from text. Saarland University, Saarbrücken, Germany, 2017 - [c13]Sourav Dutta, Pratik Nayek, Arnab Bhattacharya:
Neighbor-Aware Search for Approximate Labeled Graph Matching using the Chi-Square Statistics. WWW 2017: 1281-1290 - [i9]Subhabrata Mukherjee, Sourav Dutta, Gerhard Weikum:
Credible Review Detection with Limited Information using Consistency Analysis. CoRR abs/1705.02668 (2017) - 2016
- [c12]Jacopo Urbani, Sourav Dutta, Sairam Gurajada, Gerhard Weikum:
KOGNAC: Efficient Encoding of Large Knowledge Graphs. IJCAI 2016: 3896-3902 - [c11]Subhabrata Mukherjee, Sourav Dutta, Gerhard Weikum:
Credible Review Detection with Limited Information Using Consistency Features. ECML/PKDD (2) 2016: 195-213 - [i8]Jacopo Urbani, Sourav Dutta, Sairam Gurajada, Gerhard Weikum:
KOGNAC: Efficient Encoding of Large Knowledge Graphs. CoRR abs/1604.04795 (2016) - 2015
- [j2]Sourav Dutta, Gerhard Weikum:
Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge Enrichment. Trans. Assoc. Comput. Linguistics 3: 15-28 (2015) - [c10]Sourav Dutta:
MIST: Top-k Approximate Sub-string Mining Using Triplet Statistical Significance. ECIR 2015: 284-290 - [c9]Sourav Dutta, Gerhard Weikum:
C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking. EMNLP 2015: 846-856 - [c8]Sourav Dutta, Ankur Narang, Souvik Bhattacherjee, Ananda Swarup Das, Dilip Krishnaswamy:
Predictive Caching Framework for Mobile Wireless Networks. MDM (1) 2015: 179-184 - [c7]Sourav Dutta:
Unsupervised Rank Aggregation using Hierarchical User Similarity Clustering. SCAI 2015: 37-47 - 2013
- [j1]Sourav Dutta, Ankur Narang, Suman K. Bera:
Streaming Quotient Filter: A Near Optimal Approximate Duplicate Detection Approach for Data Streams. Proc. VLDB Endow. 6(8): 589-600 (2013) - 2012
- [c6]Sourav Dutta, Sankalp Gera, Akshat Verma, Balaji Viswanathan:
SmartScale: Automatic Application Scaling in Enterprise Clouds. IEEE CLOUD 2012: 221-228 - [c5]Sourav Dutta, Souvik Bhattacherjee, Ankur Narang:
Towards "intelligent compression" in streams: a biased reservoir sampling based Bloom filter approach. EDBT 2012: 228-238 - [c4]Balaji Viswanathan, Akshat Verma, Sourav Dutta:
CloudMap: Workload-aware placement in private heterogeneous clouds. NOMS 2012: 9-16 - [i7]Sourav Dutta, Arnab Bhattacharya:
INSTRUCT: Space-Efficient Structure for Indexing and Complete Query Management of String Databases. CoRR abs/1207.0361 (2012) - [i6]Suman K. Bera, Sourav Dutta, Ankur Narang, Souvik Bhattacherjee:
Advanced Bloom Filter Based Algorithms for Efficient Approximate Data De-Duplication in Streams. CoRR abs/1212.3964 (2012) - 2011
- [c3]Arnab Bhattacharya, B. Palvali Teja, Sourav Dutta:
Caching Stars in the Sky: A Semantic Caching Approach to Accelerate Skyline Queries. DEXA (2) 2011: 493-501 - [i5]Arnab Bhattacharya, B. Palvali Teja, Sourav Dutta:
Caching Stars in the Sky: A Semantic Caching Approach to Accelerate Skyline Queries. CoRR abs/1106.1811 (2011) - [i4]Sourav Dutta, Souvik Bhattacherjee, Ankur Narang:
Towards "Intelligent Compression" in Streams: A Biased Reservoir Sampling based Bloom Filter Approach. CoRR abs/1111.0753 (2011) - [i3]Ankur Narang, Sourav Dutta, Souvik Bhattacherjee:
Multidimensional Balanced Allocation for Multiple Choice & (1 + Beta) Processes. CoRR abs/1111.0762 (2011) - [i2]Sourav Dutta, Souvik Bhattacherjee, Ankur Narang:
Perfectly Balanced Allocation With Estimated Average Using Approximately Constant Retries. CoRR abs/1111.0801 (2011) - 2010
- [c2]Sourav Dutta, Arnab Bhattacharya:
INSTRUCT - Space-Efficient Structure for Indexing and Complete Query Management of String Databases. COMAD 2010: 27 - [c1]Sourav Dutta, Arnab Bhattacharya:
Most Significant Substring Mining Based on Chi-square Measure. PAKDD (1) 2010: 319-327 - [i1]Sourav Dutta, Arnab Bhattacharya:
Mining Statistically Significant Substrings Based on the Chi-Square Measure. CoRR abs/1002.4315 (2010)
Coauthor Index
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