Sonia Khetarpaul

Employment

• Shiv Nadar University Associate Professor

Education

• Indian Institute of Technology Delhi PhD
  2011 - 2017

Projects & Funding

Projects & funding information is unavailable.

Publications (49)

• A Safety-Aware Intelligent Route Planning Framework Using Real-Time Hazard Detection and Traffic Prediction
  2026 DOI: 10.2139/ssrn.6168896
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• Datasets, Models and NLP Techniques for Legal Contracts—A Survey
  Expert Systems 2026 DOI: 10.1111/exsy.70267
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• Traffic-Aware Optimal Taxi Placement Using Graph Neural Network-Based Reinforcement Learning
  Arxiv 2026 DOI: 10.48550/arXiv.2601.00607
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• SiteSense: Optimizing Restaurant Site Selection Using a Comprehensive Data-Driven Framework
  2026 DOI: 10.1007/978-3-032-15134-6_12
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• Promoting fairness in LLMs: detection and mitigation of gender bias
  Knowledge and Information Systems 2026 DOI: 10.1007/s10115-026-02731-3
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• Investigating Cultural Bias: A Comparative Study of Large Language Models
  2026 DOI: 10.1007/978-3-032-18477-1_45
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• IndLaw-QA: Fine-Tuned LLMs with RAG for Indian Legal QA
  2026 DOI: 10.1007/978-3-032-15134-6_3
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• Efficient Clause Identification in Contracts Using NLP and Web-Sourced Data
  2026 DOI: 10.1007/978-3-032-02949-2_44
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• LegalNexus: Hierarchy-Aware Legal Case Retrieval Using Hyperbolic Graph Learning and Multi-Agent Refinement
  2026 DOI: 10.2139/ssrn.6678264
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• CLOR-QA: Cross-Lingual Open-Retrieval Question Answering Model with Dynamic Database Integration
  2025 DOI: 10.1007/978-3-031-78090-5_2
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