Sourav Dutta
Orcid: 0000-0002-8934-9166Affiliations:
- Huawei Research Centre, Dublin, Ireland
- Nokia Bell Labs, Blanchardstown, Ireland (former)
- Max Planck Institute for Informatics, Saarbücken, Germany (former)
According to our database1,
Sourav Dutta
authored at least 60 papers
between 2010 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
2010
2012
2014
2016
2018
2020
2022
2024
0
1
2
3
4
5
6
7
8
9
1
2
2
2
2
1
1
1
1
2
1
3
5
7
6
2
3
4
1
2
4
3
1
2
1
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
VeNoM: Approximate Subgraph Matching with Enhanced Neighbourhood Structural Information.
Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024
Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
2023
Inf., May, 2023
Learning fine-grained search space pruning and heuristics for combinatorial optimization.
J. Heuristics, 2023
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Attending to Entity Class Attributes for Named Entity Recognition with Few-Shot Learning.
Proceedings of the Intelligent Systems and Applications, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Semantic Aware Answer Sentence Selection Using Self-Learning Based Domain Adaptation.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the Advances in Information Retrieval, 2022
Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
VerSaChI: Finding Statistically Significant Subgraph Matches using Chebyshev's Inequality.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Efficient Multi-Lingual Sentence Classification Framework with Sentence Meta Encoders.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Mufin: Enriching Semantic Understanding of Sentence Embedding using Dual Tune Framework.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
ChiSeL: Graph Similarity Search using Chi-Squared Statistics in Large Probabilistic Graphs.
Proc. VLDB Endow., 2020
CoRR, 2020
Proceedings of the Intelligent Systems and Applications, 2020
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020
2019
Automated assessment of knowledge hierarchy evolution: comparing directed acyclic graphs.
Inf. Retr. J., 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Fine-Grained Search Space Classification for Hard Enumeration Variants of Subset Problems.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the Joint Proceedings of the First International Workshop on Professional Search (ProfS2018); the Second Workshop on Knowledge Graphs and Semantics for Text Retrieval, 2018
Efficient Auto-Generation of Taxonomies for Structured Knowledge Discovery and Organization.
Proceedings of the 29th on Hypertext and Social Media, 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
CoRR, 2017
Neighbor-Aware Search for Approximate Labeled Graph Matching using the Chi-Square Statistics.
Proceedings of the 26th International Conference on World Wide Web, 2017
2016
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
2015
Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge Enrichment.
Trans. Assoc. Comput. Linguistics, 2015
Proceedings of the Thirteenth Scandinavian Conference on Artificial Intelligence, 2015
Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
Proceedings of the Advances in Information Retrieval, 2015
2013
Streaming Quotient Filter: A Near Optimal Approximate Duplicate Detection Approach for Data Streams.
Proc. VLDB Endow., 2013
2012
Advanced Bloom Filter Based Algorithms for Efficient Approximate Data De-Duplication in Streams
CoRR, 2012
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012
Towards "intelligent compression" in streams: a biased reservoir sampling based Bloom filter approach.
Proceedings of the 15th International Conference on Extending Database Technology, 2012
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012
2011
Perfectly Balanced Allocation With Estimated Average Using Approximately Constant Retries
CoRR, 2011
CoRR, 2011
Proceedings of the Database and Expert Systems Applications, 2011
2010
CoRR, 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
INSTRUCT - Space-Efficient Structure for Indexing and Complete Query Management of String Databases.
Proceedings of the 16th International Conference on Management of Data, 2010