Sourav Dutta

Employment

• Huawei Research Centre
  2020 - Present
• Eaton R&D
  2019 - 2020
• Nokia Bell Labs
  2016 - 2018
• Google (United States)
  2014 - 2014
• IBM Research - India
  2010 - 2013

Education

• Max Planck Institute for Informatics Ph.D.
  2013 - 2016
• Indian Institute of Technology Kanpur M. Tech.
  2008 - 2010
• Jadavpur University B. E.
  2004 - 2008

Projects & Funding

Projects & funding information is unavailable.

Publications (63)

• Train Large-Use Small: Optimizing within the Theoretical Limits of Embedding-based Retrieval
  2026 DOI: 10.1145/3774905.3795600
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• VeNoM: Approximate Subgraph Matching with Enhanced Neighbourhood Structural Information
  2024 DOI: 10.1145/3632410.3632459
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• Adapter-Based Contextualized Meta Embeddings
  2024 DOI: 10.1007/978-981-97-6125-8_7
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• Improved Vector Quantization For Dense Retrieval with Contrastive Distillation
  2023 DOI: 10.1145/3539618.3592001
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• Intent Classification by the Use of Automatically Generated Knowledge Graphs
  Information 2023 DOI: 10.3390/info14050288
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• Attention over pre-trained Sentence Embeddings for Long Document Classification
  arXiv 2023
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• Cage: A Hybrid Framework for Closed-Domain Conversational Agents
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023 DOI: 10.1007/978-3-031-26422-1_46
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• Gradient Sparsification For Masked Fine-Tuning of Transformers
  arXiv 2023
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• Learning fine-grained search space pruning and heuristics for combinatorial optimization
  Journal of Heuristics 2023 DOI: 10.1007/s10732-023-09512-z
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• Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models
  arXiv 2023
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