DS@GT at eRisk 2025: From Prompts to Predictions, Benchmarking Early Depression Detection with Conversational Agent-Based Assessments and Temporal Attention Models.

@inproceedings{miyaguchi-2025-dsgt, author = {Anthony Miyaguchi and David Guecha and Yuwen Chiu and Sidharth Gaur}, editor = {Guglielmo Faggioli and Nicola Ferro and Paolo Rosso and Damiano Spina}, title = {{DS@GT at eRisk 2025: From Prompts to Predictions, Benchmarking Early Depression Detection with Conversational Agent-Based Assessments and Temporal Attention Models}}, booktitle = {{Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2025, Madrid, Spain, 9-12 September 2025}}, series = {CEUR Workshop Proceedings}, volume = {4038}, pages = {1590--1610}, publisher = {CEUR-WS.org}, year = {2025}, url = {https://ceur-ws.org/Vol-4038/paper_128.pdf} }