publications & patents

Peer-reviewed research papers and global patent filings.

Research Publications

2025

  1. Interspeech
    Spoken language understanding on unseen tasks with in-context learning
    Neeraj Agrawal and Sriram Ganapathy
    arXiv preprint arXiv:2505.07731, 2025
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  2. IEEE TPEL
    An Empirical Model Informed Neural Network Core Loss Predictor for Soft Magnetic Materials
    Neha Rajput, Himanshu Bhusan Sandhibigraha, Neeraj Agrawal, and 1 more author
    IEEE Transactions on Power Electronics, 2025
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  3. ECAI
    Hierarchical text classification using contrastive learning informed path guided hierarchy
    Neeraj Agrawal, Saurabh Kumar, Priyanka Bhatt, and 1 more author
    arXiv preprint arXiv:2506.04381, 2025
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2024

  1. EMNLP
    Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model
    Subhadip Nandi and Neeraj Agrawal
    In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track, 2024
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  2. CODS-COMAD
    Enhancing Customer Service Chatbots with Context-Aware NLU through Selective Attention and Multi-task Learning
    Subhadip Nandi, Neeraj Agrawal, Anshika Singh, and 1 more author
    In Proceedings of the 8th International Conference on Data Science and Management of Data (12th ACM IKDD CODS and 30th COMAD), 2024
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2023

  1. ECAI
    Building a Few-Shot Cross-Domain Multilingual NLU Model for Customer Care
    Saurabh Kumar, Sourav Bansal, Neeraj Agrawal, and 1 more author
    In ECAI 2023, 2023
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2018

  1. JPE
    Enhanced Startup Diagnostics of LCL Filter for an Active Front-End Converter
    Neeraj Agrawal and Vinod John
    Journal of Power Electronics, 2018
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2016

  1. IEEE PEDES
    Lcl filter startup diagnostics for an active front end converter
    Neeraj Agrawal and Vinod John
    In 2016 IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES), 2016
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2015

  1. DDDMBD
    Optimal health care inventory management using analytics
    Neeraj Agrawal, Prakarsh Paritosh, Ashish Paralikar, and 1 more author
    In The International Conference on Database, Data Warehouse, Data Mining and Big Data (DDDMBD2015), 2015
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2011

  1. IISc ME Thesis
    Control and start-up diagnostics of three phase inverters
    Neeraj Agrawal
    Master of Engineering (ME) thesis, Department of Electrical Engineering, Indian Institute of Science (IISc), Bangalore, 2011

Patents

2025

  1. Patent App
    System and Method for Few-Shot Cross-Domain Named Entity Recognition
    Subhadip Nandi, Neeraj Agrawal, Sudipta Modak, and 2 more authors
    2025
    US Patent App. 8789US01/8789US02
  2. Patent App
    Predicting Intent Using Context Aware Natural Language Understanding Model
    Subhadip Nandi and Neeraj Agrawal
    2025
    US Patent App. 7007US01

2024

  1. Patent App
    System and method for generating a cross-domain multilingual model
    Saurabh Kumar, Sourav Bansal, Neeraj Agrawal, and 3 more authors
    2024
    US Patent App. 18/795,564
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  2. US Patent
    Systems and Methods for Generating a Customized Graphical User Interface
    Neeraj Agrawal, Priyanka Bhatt, and Tanishka Agarwal
    2024
    US Patent 12,112,127
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2023

  1. Patent App
    System And Method For Conversational Shopping Based On Machine Learning
    Neeraj Agrawal and Sumit Kumar Dutta
    2023
    US Patent App. 63/502,708

2022

  1. Patent App
    Automatically Determining User Intent by Sequence Classification Based on Non-Time-Series-Based Machine Learning
    Neeraj Agrawal, Anshika Singh, and Priyanka Bhatt
    2022
    US Patent App. 17/589,552
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2021

  1. US Patent
    Route examination system
    Neeraj Agrawal, PATI Dibyajyoti, and Prakarsh PARITOSH
    2021
    US Patent 10,940,876
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  2. US Patent
    Systems and methods for utilizing feedback data
    Priyanka Bhatt, Shankara Bhargava, Akshay Kumar, and 1 more author
    2021
    US Patent 12,229,784
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2018

  1. US Patent
    Hybrid AC and DC distribution system and method of use
    Arvind Kumar Tiwari, Yashomani Y Kolhatkar, and Neeraj Agrawal
    2018
    US Patent 9,859,716
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2017

  1. US Patent
    System and method for vehicle diagnostics
    Mark Douglas Smith and Neeraj Agrawal
    2017
    US Patent 10,661,816
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