TalkDep: Clinically Grounded LLM Personas for Conversation-Centric Depression Screening.

@inproceedings{wang-2025-talkdep, author = {Xi Wang and Anxo P\'{e}rez and Javier Parapar and Fabio Crestani}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{TalkDep: Clinically Grounded LLM Personas for Conversation-Centric Depression Screening}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {6554--6558}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761617}, doi = {https://doi.org/10.1145/3746252.3761617} }