author = {Tayal, Anuja and Salunke, Devika and Eugenio, Barbara Di and Allen-Meares, Paula and Abril, Eulalia Puig and Garcia, Olga and Dickens, Carolyn and Boyd, Andrew},
year = {2025},
eprint = {2504.17753},
archiveprefix = {arXiv},
primaryclass = {cs.CL},
doi = {10.48550/arXiv.2504.17753},
}
Towards conversational assistants for health applications: using ChatGPT to generate conversations about heart failure
Anuja Tayal, Devika Salunke, Barbara Di Eugenio, and 5 more authors
@misc{tayal2025conversationalassistantshealthapplications,
title = {Towards conversational assistants for health applications: using ChatGPT to generate conversations about heart failure},
author = {Tayal, Anuja and Salunke, Devika and Eugenio, Barbara Di and Allen-Meares, Paula G and Abril, Eulalia P and Garcia-Bedoya, Olga and Dickens, Carolyn A and Boyd, Andrew D.},
year = {2025},
eprint = {2505.03675},
archiveprefix = {arXiv},
primaryclass = {cs.CL},
doi = {10.48550/arXiv.2505.03675},
}
2024
Dynamic Contexts for Generating Suggestion Questions in RAG Based Conversational Systems
Anuja Tayal, and Aman Tyagi
In Companion Proceedings of the ACM on Web Conference 2024, 2024
@inproceedings{tayal2024dynamic,
title = {Dynamic Contexts for Generating Suggestion Questions in RAG Based Conversational Systems},
author = {Tayal, Anuja and Tyagi, Aman},
booktitle = {Companion Proceedings of the ACM on Web Conference 2024},
pages = {1338--1341},
doi = {10.1145/3589335.3651905},
year = {2024},
url = {https://dl.acm.org/doi/10.1145/3589335.3651905}
}
A Neuro-Symbolic Approach to Monitoring Salt Content in Food
Anuja Tayal, Barbara Di Eugenio, Devika Salunke, and 5 more authors
In Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health) LREC-COLING 2024, May 2024
We propose a dialogue system that enables heart failure patients to inquire about salt content in foods and help them monitor and reduce salt intake. Addressing the lack of specific datasets for food-based salt content inquiries, we develop a template-based conversational dataset. The dataset is structured to ask clarification questions to identify food items and their salt content. Our findings indicate that while fine-tuning transformer-based models on the dataset yields limited performance, the integration of Neuro-Symbolic Rules significantly enhances the system’s performance. Our experiments show that by integrating neuro-symbolic rules, our system achieves an improvement in joint goal accuracy of over 20% across different data sizes compared to naively fine-tuning transformer-based models.
2023
Inside the Black Box: Detecting and Mitigating Algorithmic Bias across Racialized Groups in College Student-Success Prediction
Denisa G’andara, Hadis Anahideh, Matthew P. Ison, and 1 more author
@misc{Gandara2023InsideTB,
title = {Inside the Black Box: Detecting and Mitigating Algorithmic Bias across Racialized Groups in College Student-Success Prediction},
author = {G'andara, Denisa and Anahideh, Hadis and Ison, Matthew P. and Tayal, Anuja},
journal = {ArXiv},
year = {2023},
volume = {abs/2301.03784},
url = {https://api.semanticscholar.org/CorpusID:255569843}
}
2020
Traffic Dynamics-Aware Probe Selection for Fault Detection in Networks (vol 33, pg 621, 2020)
Anuja Tayal, Neha Sharma, Neminath Hubballi, and 1 more author
Journal Of Network And Systems Management (JNSM), May 2020
@article{tayal2020traffic,
title = {Traffic Dynamics-Aware Probe Selection for Fault Detection in Networks (vol 33, pg 621, 2020)},
author = {Tayal, Anuja and Sharma, Neha and Hubballi, Neminath and Natu, Maitreya},
journal = {Journal Of Network And Systems Management (JNSM)},
volume = {28},
number = {4},
pages = {1085--1085},
year = {2020},
publisher = {SPRINGER ONE NEW YORK PLAZA, SUITE 4600, NEW YORK, NY, UNITED STATES},
url = {https://dl.acm.org/doi/abs/10.1007/s10922-020-09514-3},
doi = {10.1007/s10922-020-09514-3}
}
2018
Congestion-aware probe selection for fault detection in networks
Anuja Tayal, Neminath Hubballi, Maitreya Natu, and 1 more author
In 2018 10th International Conference on Communication Systems & Networks (COMSNETS), May 2018
@inproceedings{8328229,
author = {Tayal, Anuja and Hubballi, Neminath and Natu, Maitreya and Sadaphal, Vaishali},
booktitle = {2018 10th International Conference on Communication Systems & Networks (COMSNETS)},
title = {Congestion-aware probe selection for fault detection in networks},
year = {2018},
volume = {},
number = {},
pages = {407-409},
doi = {10.1109/COMSNETS.2018.8328229},
url = {https://ieeexplore.ieee.org/document/8328229}
}
2017
Communication recurrence and similarity detection in network flows
Anuja Tayal, Neminath Hubballi, and Nikhil Tripathi
In 2017 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), May 2017
@inproceedings{8384174,
author = {Tayal, Anuja and Hubballi, Neminath and Tripathi, Nikhil},
booktitle = {2017 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS)},
title = {Communication recurrence and similarity detection in network flows},
year = {2017},
pages = {1-6},
doi = {10.1109/ANTS.2017.8384174},
url = {https://ieeexplore.ieee.org/document/8384174}
}