@article{automateddataenrichmentusingconfidenceaw, title = {Automated Data Enrichment using Confidence-Aware Fine-Grained Debate among Open-Source LLMs for Mental Health and Online Safety}, author = {Junyu Mao and Anthony Hills and Talia Tseriotou and Maria Liakata and Aya Shamir and Dan Sayda and Dana Atzil-Slonim and Natalie Djohari and Arpan Mandal and Silke Roth and Pamela Ugwudike and Mahesan Niranjan and Stuart E. Middleton}, year = {2025}, eprint = {2512.06227}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.06227}, }