Publications | Rohit Agarwal

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2026

Evaluating LLM-as-a-Judge for Medical Term Simplification

Ioana Buhnila, Aman Sinha, Rohit Agarwal , and 2 more authors

In Proceedings of the 25th Workshop on Biomedical Natural Language Processing , 2026

LLMNLP HTML

@inproceedings{buhnila2026llmjudge,
  title = {Evaluating {LLM}-as-a-Judge for Medical Term Simplification},
  author = {Buhnila, Ioana and Sinha, Aman and Agarwal, Rohit and Prasad, Dilip K. and Constant, Mathieu},
  booktitle = {Proceedings of the 25th Workshop on Biomedical Natural Language Processing},
  pages = {687--694},
  year = {2026},
  publisher = {Association for Computational Linguistics},
  doi = {10.18653/v1/2026.bionlp-1.55},
}

An Improved Estimation Procedure for Population Mean in the Presence of Non-Response

Anoop Kumar, Chandraketu Singh, Rohit Agarwal , and 1 more author

Revista Colombiana de Estadística, 2026

Stats HTML

@article{kumar2026estimation,
  title = {An Improved Estimation Procedure for Population Mean in the Presence of Non-Response},
  author = {Kumar, Anoop and Singh, Chandraketu and Agarwal, Rohit and Kashyap, Varun Kumar},
  journal = {Revista Colombiana de Estad{\'i}stica},
  volume = {49},
  number = {1},
  pages = {307--324},
  year = {2026},
  doi = {10.15446/rce.v49n1.120337},
}

Artificial Intelligence for Fertility Science

Rohit Agarwal, Arif Sekh, and Dilip K Prasad

Nordic Machine Intelligence, 2026

VisionHealthcare HTML

@article{agarwal2026fertility,
  title = {Artificial Intelligence for Fertility Science},
  author = {Agarwal, Rohit and Sekh, Arif and Prasad, Dilip K},
  journal = {Nordic Machine Intelligence},
  year = {2026},
}

Confabulations from ACL Publications (CAP): A Dataset for Scientific Hallucination Detection

Federica Gamba, Aman Sinha, Timothee Mickus , and 12 more authors

Language Resources and Evaluation Conference, 2026

LLMNLP HTML

@article{gamba2025cap,
  title = {Confabulations from {ACL} Publications ({CAP}): A Dataset for Scientific Hallucination Detection},
  author = {Gamba, Federica and Sinha, Aman and Mickus, Timothee and Vazquez, Raul and Bhamidipati, Patanjali and Savelli, Claudio and Chattopadhyay, Ahana and Zanella, Laura A and Kankanampati, Yash and Arakkal Remesh, Binesh and Chandramania, Aryan Ashok and Agarwal, Rohit and Li, Chuyuan and Buhnila, Ioana and Mamidi, Radhika},
  journal = {Language Resources and Evaluation Conference},
  year = {2026},
  doi = {10.48550/arXiv.2510.22395},
}

2025

Proceedings of the 1st Workshop on Confabulation, Hallucinations and Overgeneration in Multilingual and Practical Settings (CHOMPS 2025)

Aman Sinha, Raúl Vázquez, Timothee Mickus , and 6 more authors

2025

Co-located with AACL-IJCNLP 2025

LLMNLP HTML

@proceedings{sinha2025chomps,
  title = {Proceedings of the 1st Workshop on Confabulation, Hallucinations and Overgeneration in Multilingual and Practical Settings ({CHOMPS} 2025)},
  author = {Sinha, Aman and Vázquez, Raúl and Mickus, Timothee and Agarwal, Rohit and Buhnila, Ioana and Schmidtová, Patrícia and Gamba, Federica and Prasad, Dilip K and Tiedemann, Jörg},
  year = {2025},
  publisher = {Association for Computational Linguistics},
  address = {Mumbai, India},
  doi = {10.18653/v1/2025.chomps-main.0},
  note = {Co-located with AACL-IJCNLP 2025},
}

SHROOM-CAP: Shared Task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications

Aman Sinha, Federica Gamba, Raúl Vázquez , and 7 more authors

In Proceedings of the CHOMPS 2025 , 2025

LLMNLP HTML

@inproceedings{sinha2025shroomcap,
  title = {{SHROOM-CAP}: Shared Task on Hallucinations and Related Observable Overgeneration Mistakes in Crosslingual Analyses of Publications},
  author = {Sinha, Aman and Gamba, Federica and Vázquez, Raúl and Mickus, Timothee and Chattopadhyay, Ahana and Zanella, Laura and Arakkal Remesh, Binesh and Kankanampati, Yash and Chandramania, Aryan and Agarwal, Rohit},
  booktitle = {Proceedings of the CHOMPS 2025},
  pages = {70--80},
  year = {2025},
  publisher = {Association for Computational Linguistics},
  address = {Mumbai, India},
  doi = {10.18653/v1/2025.chomps-main.7},
}

Haphazard Inputs as Images in Online Learning

Rohit Agarwal, Aryan Dessai, Arif Ahmed Sekh , and 3 more authors

In International Joint Conference on Neural Networks , 2025

Haphazard InputsOnline Learning HTML PDF Code

Hedging Is Not All You Need: A Simple Baseline for Online Learning Under Haphazard Inputs

Himanshu Buckchash, Momojit Biswas, Rohit Agarwal , and 1 more author

In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2025

Haphazard InputsOnline Learning HTML Code

@inproceedings{buckchash2025hedging,
  title = {Hedging Is Not All You Need: A Simple Baseline for Online Learning Under Haphazard Inputs},
  author = {Buckchash, Himanshu and Biswas, Momojit and Agarwal, Rohit and Prasad, Dilip K},
  booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages = {1--5},
  year = {2025},
  organization = {IEEE},
  doi = {10.1109/ICASSP49660.2025.10889697},
}

Cloud Computing for Everyone

Rohit Agarwal, and Dilip K Prasad

BPB Online, 2025

BookCloud Computing HTML

No Imputation Needed: A Switch Approach to Irregularly Sampled Time Series

Rohit Agarwal, Aman Sinha, Ayan Vishwakarma , and 5 more authors

In NeurIPS 2025 Workshop on Learning from Time Series for Health (TS4H) , 2025

Time Series HTML PDF Code

@inproceedings{agarwal2023modelling,
  title = {No Imputation Needed: A Switch Approach to Irregularly Sampled Time Series},
  author = {Agarwal, Rohit and Sinha, Aman and Vishwakarma, Ayan and Coubez, Xavier and Clausel, Marianne and Constant, Mathieu and Horsch, Alexander and Prasad, Dilip K},
  booktitle = {NeurIPS 2025 Workshop on Learning from Time Series for Health (TS4H)},
  year = {2025},
  doi = {10.48550/arXiv.2309.08698},
}

2024

packetLSTM: Dynamic LSTM Framework for Streaming Data with Varying Feature Space

Rohit Agarwal, Karaka Prasanth Naidu, Alexander Horsch , and 2 more authors

arXiv preprint arXiv:2410.17394, 2024

Haphazard InputsOnline Learning HTML PDF Code

@article{agarwal2024packetlstm,
  title = {packetLSTM: Dynamic LSTM Framework for Streaming Data with Varying Feature Space},
  author = {Agarwal, Rohit and Naidu, Karaka Prasanth and Horsch, Alexander and Agarwal, Krishna and Prasad, Dilip K},
  journal = {arXiv preprint arXiv:2410.17394},
  year = {2024},
  doi = {10.48550/arXiv.2410.17394},
}

An UltraMNIST classification benchmark to train CNNs for very large images

Deepak K Gupta, Udbhav Bamba, Abhishek Thakur , and 6 more authors

Scientific Data, 2024

Vision Code

@article{gupta2024ultramnist,
  title = {An UltraMNIST classification benchmark to train CNNs for very large images},
  author = {Gupta, Deepak K and Bamba, Udbhav and Thakur, Abhishek and Gupta, Akash and Agarwal, Rohit and Sharan, Suraj and Demir, Ertugul and Agarwal, Krishna and Prasad, Dilip K},
  journal = {Scientific Data},
  volume = {11},
  number = {1},
  pages = {771},
  year = {2024},
  doi = {10.1038/s41597-024-03587-4},
  publisher = {Nature Publishing Group UK London},
}

Online Learning under Haphazard Input Conditions: A Comprehensive Review and Analysis

Rohit Agarwal, Arijit Das, Alexander Horsch , and 2 more authors

arXiv preprint arXiv:2404.04903, 2024

Haphazard InputsOnline Learning HTML PDF Code

@article{agarwal2024online,
  title = {Online Learning under Haphazard Input Conditions: A Comprehensive Review and Analysis},
  author = {Agarwal, Rohit and Das, Arijit and Horsch, Alexander and Agarwal, Krishna and Prasad, Dilip K},
  journal = {arXiv preprint arXiv:2404.04903},
  year = {2024},
  doi = {10.48550/arXiv.2404.04903},
}

Taxonomy of hybridly polarized Stokes vortex beams

Gauri Arora, Ankit Butola, Ruchi Rajput , and 5 more authors

Optics Express, 2024

Vision HTML PDF

@article{arora2024taxonomy,
  title = {Taxonomy of hybridly polarized Stokes vortex beams},
  author = {Arora, Gauri and Butola, Ankit and Rajput, Ruchi and Agarwal, Rohit and Agarwal, Krishna and Horsch, Alexander and Prasad, Dilip K and Senthilkumaran, Paramasivam},
  journal = {Optics Express},
  volume = {32},
  number = {5},
  pages = {7404--7416},
  year = {2024},
  publisher = {Optica Publishing Group},
  doi = {10.1364/OE.512409},
}

2023

Aux-Drop: Handling Haphazard Inputs in Online Learning Using Auxiliary Dropouts

Rohit Agarwal, Deepak Gupta, Alexander Horsch , and 1 more author

Transactions on Machine Learning Research, 2023

Haphazard InputsOnline Learning HTML PDF Code

@article{agarwal2023auxdrop,
  title = {Aux-Drop: Handling Haphazard Inputs in Online Learning Using Auxiliary Dropouts},
  author = {Agarwal, Rohit and Gupta, Deepak and Horsch, Alexander and Prasad, Dilip K.},
  journal = {Transactions on Machine Learning Research},
  issn = {2835-8856},
  year = {2023},
  url = {https://openreview.net/forum?id=R9CgBkeZ6Z},
}

Mabnet: Master Assistant Buddy Network With Hybrid Learning for Image Retrieval

Rohit Agarwal, Gyanendra Das, Saksham Aggarwal , and 2 more authors

In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , 2023

Vision HTML Video Code

@inproceedings{agarwal2023mabnet,
  title = {Mabnet: Master Assistant Buddy Network With Hybrid Learning for Image Retrieval},
  author = {Agarwal, Rohit and Das, Gyanendra and Aggarwal, Saksham and Horsch, Alexander and Prasad, Dilip K},
  booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages = {1--5},
  year = {2023},
  organization = {IEEE},
  doi = {10.1109/ICASSP49357.2023.10094987},
}

SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images

Anubha Gupta, Shiv Gehlot, Shubham Goswami , and 8 more authors

Medical Image Analysis, 2023

Vision HTML Code

@article{gupta2023segpc,
  title = {SegPC-2021: A challenge \& dataset on segmentation of Multiple Myeloma plasma cells from microscopic images},
  author = {Gupta, Anubha and Gehlot, Shiv and Goswami, Shubham and Motwani, Sachin and Gupta, Ritu and Faura, {\'A}lvaro Garc{\'\i}a and {\v{S}}tepec, Dejan and Martin{\v{c}}i{\v{c}}, Toma{\v{z}} and Azad, Reza and Merhof, Dorit and others},
  journal = {Medical Image Analysis},
  volume = {83},
  pages = {102677},
  year = {2023},
  publisher = {Elsevier},
  doi = {10.1016/j.media.2022.102677},
}

2022

Auxiliary Network: Scalable and agile online learning for dynamic system with inconsistently available inputs

Rohit Agarwal, Krishna Agarwal, Alexander Horsch , and 1 more author

In International Conference on Neural Information Processing , 2022

Haphazard InputsOnline Learning HTML Video Code

@inproceedings{agarwal2022auxiliary,
  title = {Auxiliary Network: Scalable and agile online learning for dynamic system with inconsistently available inputs},
  author = {Agarwal, Rohit and Agarwal, Krishna and Horsch, Alexander and Prasad, Dilip K},
  booktitle = {International Conference on Neural Information Processing},
  pages = {549--561},
  year = {2022},
  organization = {Springer},
  doi = {10.1007/978-3-031-30105-6_46},
}

2021

Transformer assisted convolutional network for cell instance segmentation

Deepanshu Pandey, Pradyumna Gupta, Sumit Bhattacharya , and 2 more authors

arXiv preprint arXiv:2110.02270, 2021

Vision HTML PDF Code

@article{pandey2021transformer,
  title = {Transformer assisted convolutional network for cell instance segmentation},
  author = {Pandey, Deepanshu and Gupta, Pradyumna and Bhattacharya, Sumit and Sinha, Aman and Agarwal, Rohit},
  journal = {arXiv preprint arXiv:2110.02270},
  year = {2021},
  doi = {10.48550/arXiv.2110.02270},
}

2020

Dsc-iit ism at wnut-2020 task 2: Detection of covid-19 informative tweets using roberta

Sirigireddy Dhana Laxmi, Rohit Agarwal, and Aman Sinha

In Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) , 2020

NLP HTML Code

@inproceedings{laxmi2020dsc,
  title = {Dsc-iit ism at wnut-2020 task 2: Detection of covid-19 informative tweets using roberta},
  author = {Laxmi, Sirigireddy Dhana and Agarwal, Rohit and Sinha, Aman},
  booktitle = {Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020)},
  pages = {409--413},
  year = {2020},
  doi = {10.18653/v1/2020.wnut-1.58},
}

Simulation-supervised deep learning for analysing organelles states and behaviour in living cells

Arif Ahmed Sekh, Ida S Opstad, Rohit Agarwal , and 5 more authors

arXiv preprint arXiv:2008.12617, 2020

Vision HTML PDF

@article{sekh2020simulation,
  title = {Simulation-supervised deep learning for analysing organelles states and behaviour in living cells},
  author = {Sekh, Arif Ahmed and Opstad, Ida S and Agarwal, Rohit and Birgisdottir, Asa Birna and Myrmel, Truls and Ahluwalia, Balpreet Singh and Agarwal, Krishna and Prasad, Dilip K},
  journal = {arXiv preprint arXiv:2008.12617},
  year = {2020},
  doi = {10.48550/arXiv.2008.12617},
}

C-net: Contextual network for sarcasm detection

Amit Kumar Jena, Aman Sinha, and Rohit Agarwal

In Proceedings of the second workshop on figurative language processing , 2020

NLP HTML Code

@inproceedings{jena2020c,
  title = {C-net: Contextual network for sarcasm detection},
  author = {Jena, Amit Kumar and Sinha, Aman and Agarwal, Rohit},
  booktitle = {Proceedings of the second workshop on figurative language processing},
  pages = {61--66},
  year = {2020},
  doi = {10.18653/v1/2020.figlang-1.8},
}