ConVart: A Framework for Evaluating Confidence and Variability in Large Language Models for Domain-Specific Reliability.

Diya Saha|Manjira Sinha|Tirthankar Dasgupta


Anthology ID:DBLP:conf/fire/SahaSD25a
Volume:Proceedings of the 17th annual meeting of the Forum for Information Retrieval Evaluation, FIRE 2025, Varanasi, India, December 17-20, 2025
Year:2025
Venue:Forum for Information Retrieval Evaluation (FIRE)
Publisher:ACM
Pages:138-146
URL:https://doi.org/10.1145/3777867.3777881
DOI:https://doi.org/10.1145/3777867.3777881
DBLP:conf/fire/SahaSD25a
BibTeX:
@inproceedings{saha-2025-convart, author = {Diya Saha and Manjira Sinha and Tirthankar Dasgupta}, editor = {Surupendu Gangopadhyay and Debasis Ganguly and Debarshi Kumar Sanyal}, title = {{ConVart: A Framework for Evaluating Confidence and Variability in Large Language Models for Domain-Specific Reliability}}, booktitle = {{Proceedings of the 17th annual meeting of the Forum for Information Retrieval Evaluation, FIRE 2025, Varanasi, India, December 17-20, 2025}}, pages = {138--146}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3777867.3777881}, doi = {https://doi.org/10.1145/3777867.3777881} }